{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<div align=\"right\">Peter Norvig</div>\n",
    "\n",
    "# A Chaos Game with Triangles\n",
    "\n",
    "John D. Cook [proposed](https://www.johndcook.com/blog/2017/07/08/the-chaos-game-and-the-sierpinski-triangle/) an interesting \"game\" from the book *[Chaos and Fractals](https://smile.amazon.com/Chaos-Fractals-New-Frontiers-Science/dp/0387202293)*: start at a vertex of an equilateral triangle. Then move to a new point halfway between the current point and one of the three vertexes of the triangle, chosen at random. Repeat to create *N* points, and plot them. What do you get? \n",
    "\n",
    "I'll refactor Cook's code a bit and then we'll see:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import random\n",
    "\n",
    "def random_walk(vertexes, N):\n",
    "    \"Walk halfway from current point towards a random vertex; repeat for N points.\"\n",
    "    points = [random.choice(vertexes)]\n",
    "    for _ in range(N-1):\n",
    "        points.append(midpoint(points[-1], random.choice(vertexes)))\n",
    "    return points\n",
    "\n",
    "def show_walk(vertexes, N=5000):\n",
    "    \"Walk halfway towards a random vertex for N points; show reults.\"\n",
    "    Xs, Ys = transpose(random_walk(vertexes, N))\n",
    "    Xv, Yv = transpose(vertexes)\n",
    "    plt.plot(Xs, Ys, 'r.')\n",
    "    plt.plot(Xv, Yv, 'bs', clip_on=False)\n",
    "    plt.gca().set_aspect('equal')\n",
    "    plt.gcf().set_size_inches(9, 9)\n",
    "    plt.axis('off')\n",
    "    plt.show()\n",
    "    \n",
    "def midpoint(p, q): return ((p[0] + q[0])/2, (p[1] + q[1])/2)\n",
    "\n",
    "def transpose(matrix): return zip(*matrix)\n",
    "\n",
    "triangle = ((0, 0), (0.5, (3**0.5)/2), (1, 0))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 648x648 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "show_walk(triangle, 20)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "OK, the first 20 points don't tell me much. What if I try 20,000 points?"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 648x648 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "show_walk(triangle, 20000)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Wow! The [Sierpinski Triangle](https://en.wikipedia.org/wiki/Sierpinski_triangle)! \n",
    "What happens if we start with a different set of vertexes, like a square?"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 648x648 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "square = ((0, 0), (0, 1), (1, 0), (1, 1))\n",
    "\n",
    "show_walk(square)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "There doesn't seem to be any structure there. Let's try again to make sure:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 648x648 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "show_walk(square, 20000)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "I'm still not seeing anything but random points. How about a right triangle?"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 648x648 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "right_triangle = ((0, 0), (0, 1), (1, 0))\n",
    "\n",
    "show_walk(right_triangle, 20000)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We get a squished Serpinski triangle. How about a pentagon? (I'm lazy so I had Wolfram Alpha [compute the vertexes](https://www.wolframalpha.com/input/?i=vertexes+of+regular+pentagon).)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 648x648 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "pentagon = ((0.5, -0.688), (0.809, 0.262), (0., 0.850), (-0.809, 0.262), (-0.5, -0.688))\n",
    "\n",
    "show_walk(pentagon)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "To clarify, let's try again with different numbers of points:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 648x648 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "show_walk(pentagon, 10000)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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EP6Ut7a5/TxAjYtV9dw8p7UaEzvy+LW/J84BLgPMb312DhIiuQTw+E/e9Pd4iEjZRrsr9+fMxYpiod8X2aQpsceGUVYQH8reUUJTyUzxpdZlilFwIfLZSWu2P6yJSDfjVwEFS2uOykH6ld4xAIHAUYYwEAqcK/MQlJNAVs8UKMgGKnLlM4soDmdDS0gAt7HYJ8MuIB+J/RWTOez3I/64C7wDeRjFIOuDK3Ec9r2IKPOiONcnnvAL4CF13t5mINTNnMf+7LR9zFtRo2IRolXw2f35Zvq73URswmn1zK2Koqbrs+YjRoCGiVbffgwhZ9u3A71MMjb6xV8b1D8x2S8DN5lpHrGUwBgKBCNMEAqcQRtQT1xbgUgpnZP9RN3/X7UF0PHRB0QHnZ2n3YeEy2VeNHp2ELQ9EMleK0Nk2SghlkRIasl6UZWA34ul4t+mPxRuBV2elVVtzRoXTfh142YyxUS+FLeAnmibSz90Ug2CKeG+U12Gh16Gk2r+mJtq+HCnit4xwUi5jlrFXCg6OzLEvB36CrruBlrptIBDoITwjgcCpgzEycZUCcik9REpvzU2NiZ3Ae6h/v5sRL0A/HNAv6DZCJnOthvunlMJ4Ryi1Zsj/1+98aEgndOWqeG0Rj7MQLQ6/CFoCnosYPX9CCb2AGBZHEC/Np8w+VtME6rHTa9DPNK34fWabZSS7Z7/5zCqpLgHvyn21WirzQI3JW/PfdXG+KLAXCPQQnpFAYKNR64AMy7IXeOVQRV+SvF/QTeXaLRn0Hfn//fN6qXjBNZSV/nsNN2IrhYsyodSwsamv2yihkdpokbDHbWY8ihCbnOM11HgNXWe/35XH5i5juNXj2XX39K6zbGOLAmoKtGLT0TGVfew9G1GMFtw+O0jprfS9UuvJiAoEnv1IKUWLFm0jGmxPsC/B4QSrCb6ZYPsc++1MkFyb5n/r48Du/FlKsJLP98382XKCncfY793mHNvNMQ/nc+xp9FHb3XmbIwkmeZ/tA2OzL/9/Z97WHmdirnen6cN84zj72nbmfum5Sh/r67XnXsnXtNrc70Tdj2jRngUtPCOBwEagrJBtHRQlP4q3YQiSrvpKhMj5L8B3U8ImjyAZI4oxNWdBz7OIrOS3rbPPI2QFvyd/thOpBWO1TJ5EiJ1DeIqU3krX7aflEeinNF9H4YpY2HG7mj5RdP1ehn61YqvxMso6KSP63B7rPboJeAMlDdv2Zczw/VgE9tF16iUKBM4YhAJrILAREMKlVSJVEqkSQofrmYgBYKviLlP4H2Ar6PbrsUA90R+hpTDaP6cNL6wiGSffQLgrHr8KPOH6aPs6mnk+GZv/RDE2NGNoiIuyinBKNMSywqzxWy98aEVUZtvnknvzIUoIfBkh01rysb8fn6NO4Q7V1sAZhyCwBgIbgzE14fJPKdkgqvrZR6lKa/EoQpC8g5ICqzVRZLWvuhcywd1ByYaZN910RFnBn4WQTX0/FO/M/y6b85D//+k5JtkxdUqzaquonsjX3Pb3Zk/CZYik+51IZtHxIomOqK/9TcBfIHL6lzkj41aKIaIG1E4sqbh/P26g1llZIFKAA2cYIkwTCGwE2sTQBygCXNfSdfsb4QtdoVvcDhxEjAP1tPhsE4tvoSaV7qTrDjVDAzWZdJkSVrKeGI8FJGyioaCjR0O1SmaHoR6i6/5PikFmvUcA35H7orVjbsmfn49k69j03Sldd8MzDHuMKcUFF6hDUJ+hhGBG1As8JcF2zAodSdgNijjbMpECHDjDEJ6RQOB4Y57UTS8RXjwWmuWiXAOLEXVa7SEkNXUbYsi83mybgF103b5emq+s7C3+DSJMtrPRRxVh+yCifPopSqrvMjU/Rc+rSqe+8u7QddWQ8/6C+1QNAeVWfAz492iISfr+YWTStwaZpNjqGBxLWm3/3ljYzKYxtSLslGKMDYvSyTmsMF2kAAfOOIRnJBA4nuinbmoV27Fz57fSO0FW+ou0BbLG1EXmnod4D1p1VzrgxbldS9cpL2Q0o/dXA9aDMKImV74eMURupBBfDyCGiqqcKn7I9MtOzvMIf7X6qGEaHRvPwVCvQgsS9hDvQz3uLR5H22tzYOD4dzkOyC5KqMbWurljzfBUW5huVt2hQOBZgzBGAoHjixFlAl/Cut7LhOK3+QDwUuT3qKXs9/cmnxLauRn4SWoV01nYjGbp1AYN1N4LP7HqtjY0sxkxRK7N/18FPo1IrF9IkWy/yvRrkrd5qnldfYwRo0dJtg8iCq/QNhhGDI+BEoLHtKXZvRbLUFjHZx39LeIxAiGganjlTmptFVDjqQXx6FyP8GBuMdfV7msg8CxFGCOBwPHFmJK6qQTGUmVX5NqVf6GTzUXUk+mTgxO2GCR3ITVfFFp5duj3vAD8FDKhXUqdhno+KhQm0Il1ihArtcLutZTw0KsohsISksaqZFyf+aLekdflbdqTcv8aPZ9G/q8pxTXG+djPoTYCHgV+iyJ4BuXeTICtxviyHqAP0XUHXSbSOe6cn0Z4OjYTRg08W813CnyxeZ39rKjX0nWaaaTXFDLygTMCwRkJBI4nZCJR+e8bKJP0BNHL+E9IWGMXpcCa/R0uAleswRPYQi2X/jXg8/lcVW8oPIeOVpZOSreRklSaLUXlvJz5foQzcW/++4fdeVRP4z7Ew/B+d936/fyF4jTjRDBc9bYYC3vpVxIWj4gaduXefDR/v5NSkNDuK8qpNWfmSsQoSBSjakSfsEq+fq3muwD8GPBA4556Jd0yPvVzFCGawLMe4RkJBI43+sJZI8SToVkYWqn2vcDF1MJn5O0eMDwPjzG1Z+X7cpsgK/V/yts9hazo32j2/SnEyyEhoa67g/bESv5bC+Ppqn+oTssUmbA35WtSroyVWD+WFf6IoXCFD6/0+3UhMo5yjUoUFu+UTYG+GknV9aEYe24oXh81OsaU+6CG38782Q1I+OVlFEPwNrruK2i4SrxR1sNVxmdtDkuN9W4fCJxiCGMkEDhWzDMBlPDAf3TfnJP33QW8BiGHWmNgFk/gfGTy/DbgRWa/ReAVlLowKtD1Wooxca45ziLwi8ikqd4MNYwmiGfjAvrGkifMTpEJ9vkUo2EbosR6kPnq7QxB6+iooXGRSQ3e4fqWqA0SDbv8InAdXSfiY3JMm3HzU24/G07SUAkU3ozUqUlpjwknbaVU/1UDx+uhKKEYxCC8FNFrqTkjtZGV6LrPA19GSLQ1GRr6gnTW+AoEThOEAmsgcCzoq3LOUkz1aqs60W+iuPI7ajKpZq3I5CMYAWdTq56uUKt36sStaq5/AHyTIk8+hBXEIHmn6Y/2zafofgF4nJJ+u0CtIJvM56t4BdJ5UY9xa2w+SOGuLAO/bvq/SN9oSsBhhGSqhoPHFPgIUtxO+7ADMRjsOL8l64NYHZa91KnXWhBwM/2xnwK/T11ocEQh2trnxaJW6JX9bgYup+apHCHCO4HTCOEZCQSODSPmz3YYU9z5U+B3EEKnrtwVE+AxpN7MA5TJzRosHgeQVfXr6FfCXUSyblYRY8OLpVksICt11fOAPglVP/tRJPtHjQ7rkfBGwBLimbjmGNJTR/QNEZDx9sbBIvBcJDyi4aFdFE8EuY/PQbxSNsxlsUqfZPtv3HYJuDp7vDSteQUxkK6mGAYdosvyFMIXsuO/kLe7OKd/671Wb5YlwVqU561OVbbjvkBR4A1jJHBaIIyRQGC9kNXoVkr2yGwuRDs75Er6k00CfhD5XW6jFvmy21jcnv+1qbQWOjF9ksIhuZK+LsgiwrHwx2hpmGyiVmH14ZGW5smxpKd6YqlCw0e+/29BPQKCH2zs2yFhq7cjRstF1F4jOWaR3ffhMz3G5fk8+g61PKARxah7LeIZenv+/hzqNOjN1EX+lnK/3g+8u3FuHe9DtEXwNOtnlgJvIHDKIbJpAoH1oIQOVK30o8wO0WzPYRoa9WGsoucUyVZRYqWm13rVT500v4RMvgcphdlmhWHOQ0IlP4Os4L9Mf6L3xtEECcm0lEctr+TBgW3scVaAQ3Mriso2e12fpsCfIJN7y2ughtfNSGhlaLG1CTEAxoiU/Ko9M6L7MkaIv/YdqfwVqD1IBf17u4Tcp72U8X8HJdtohVqtdhEJxe2iqNl+DlGX/VWKcbiXkiKuYnDfZXoyQYyaQOC0QBgjgcD6MKLWpBjWBKlTQ31a6n5kFa8T9S8hE6NOUpqR8ZG8XctDsAVZvc/j4XwxMKbr7gZ+I/89y3gBub5/Mv2cmn5MgEfy/1+Z+9wySD6HSJxrKOJXgM/1pOf7GCHjrH1UHoR6gobOp6GpN884tuqufA4Jb/0OtcLrj9EOaal2jGKK3Cftm4Z39N5q/1QsbgT003bhaUqq9gTx+tgQ0u9mDstzKc/dZuT+X0ZJEdexUiNmfLSnIS0fOMURYZpAYH0YU4tRHcqej0P0Mx1stkcdpvChmyJLvgsVIVMV0K7bj8i0W/7DC5GJ3RsUB5AKwCAuexuCWKJPZLUGhuecgGT67Efk3W0YZxEhg9pwjzeYVoHd+Vp3Uxtxtx4VFmtjTC1Qdke+NsujaRloKrimnptWmEmvdTNCBlYPzxcRQ2TISPsU8LMU7s8NiGdqhNczkXtrxeLqUF7JshohnhDFBEn5vRibDi1GxLXmWiZHzynKuhdTxrcel5CWD5wGCGMkEFg/7sz/2slR4/a21kx/8lC00oJLaGIJITYeNNoYO6nVPlthChCD5e0m08Km9UJ/ol1BwhLvnHFMmzWjSEga8VBabQJ+zUx6Y2pS5gJ9zZARtnCgN9Zqg8Zfh4qRaZhL8SnavA8LncAPu+NqEcAtwCdIaTdd92H8fWtX4hWtGTEk/fazMoWWkPRrzzG6maFaN3WZACXPLlLGd2TOE9LygVMSYYwEAvOin84L9WSiBMSbgb9maPIYLpR3M8WTUmdDyIRzO8I/aJFMNZ13kXqyUZGuKSUMoZkXIIbI0xRvwhQJzXi+wdA59f/3Aq+mzuzYRdfdk7cZUacOT1GC5dDK3YrHCcb0RcbUA6Kek9+gTqF+Cngf8C7aRoz2f4p4myyWEWPGq7jOnsj7hmZr+xHtbB6Q0Ns9WcdkO5JZpR4oTe2tM35qD4kXmBtTj1sQWwOnHMIYCQTmx4h6hQl1iqhO9j+JTAY220Ymj6ILYbMnbKE8Gwax7nvyMa6laGtACTHoPnYSGlETW7+KGBnfac7zLuBt+RhKyjwb8cI8B9ET+Tlq5dUE3AP8NGWCvCU3uzo/C5lY1UhZpjZI9hqFWjuuWsNnbDw8o3xdWhVX+/9nwO1Z82M39eS+SFFEfRuSzWJTgjWMsymf39efuTC3fmij7hPu//OERMaUMffokBCPFXZTLAD3A+dXYwTDoT/53I7b3hwi0hTovpBaIHCSEcZIIDA/xtR8kf0UKfWzkYkXikrnbYgKqZ1UrWveEiZbK/YLqr/kGHdQvCNThET6DmzBuzKp+OyPF9OHphHb4y4hxfCmlBRaW4xvghgqOqlvBl6XwxjvpdYruYrisXlO/k5TltWLdBc1P0Tl6pcbGhx3mv0XkdTcl2SjZkw9weu/ZyHcly8gPI9tiHLtucD3MswR0f29DP1OysSuhqAq3t5JbWiW/Sz699JiAbiWrjuAfwakr29AMn18WHCEPGutYoJbqMf9VvN3OU4YJIENQhgjgcC8GFp5Cjdgt9t6Sl91dERbF8KGO+zEdBd9WO/IAjJZ3YStCyOr3m3UnBXP6bC4AMlSWaGswjVso9BsjS6f59XuGDfSdU/k/9v3ij1Ol/tlPTmXI+NyHxJSgaKO6jU4NiPjZb0JC4iRcxPimflLpJCf1z15I8IdUY7MJcwPXzNGCwrqNek5fP/aWh/Fq3KAulCivUebgX2075kVmBNPUqkfNOTFsbo4tpq0Pc6I4JIENghhjAQC68EwB2BMrbJ6QyPEoNuoB8DzMr6A8AMuwGbT+PPXK2qfIXMWoklhwyoTSr2a6mh5m4uQMNF9DJM9W5k2Ft+KpCH7KsRQG1mLiOFzAeIRUg+HGgr3UQyfVmaJP5727Y0UVdshLCDj8z+5z2cZal9CNWXE4Nzqzq1ptGpgPp/i8erf4z7vSMNWXrfE/l8l+L+N2rs1pYy1816MAAAgAElEQVRJm6Dq69aILs4BRDl2gTLONjMsQjaBk44wRgKBebBWUbx29ke/fo1wHq5G6sW8zhxhFXjHnJPAfmQlrN4Ry+VoGQIqMa7hiVdQjBU1MtQjskpbY8Mf157TF6ez8Om3C8A3EOPHey/OohhWmnlzLsKReD5iqL3D9MUbJbMMEYtvcX9/kTocogbVCkLM/UD+fpGib2JJsjdSPFGqrDqlpfVR84U2I9ohv5P300KDNtVacTuSRqxk1lLzR3AN7crII3O+Ll/Hgfyd8pk+Rp0ZFiGbwElHGCOBwFqYV6eh7zUZ0SeqXoD87hJF6Kp4UuZBISR+iDIZLyMEVc8L+QJq5JTJUDkcXjRMPRXrQcur4GvVJPfdpdSZRramig17LFAXBfxR8/0U+HP6nIr19v23kfDOH1K8GW9DPBq+KKHCXq+tUGzTiusxaWfFTOjX2FGviu/nXsSgvCN/phV8Z4UPoa5QvAC8DPGEWT2WJ/OxIv03sGEIYyQQWBsjju1FPabOtmkRVW9jPRVti4dmK/XE/LH8f2uMTKgNEV9UzeN73d+zCvQpbIqt9uVv8rE0O8ju3yFGhYZipsD/gWTmPG/GeaAYCyqj/n/T92j8ETKxfgX4DGIogHhjbqKe6FcQQ+R1lHfhJuDcTMa9v3Gt3vvUIR6RD7hjlzRr4fB8gDor5hGkwOEb3fGfQLxBi+YzNWb3met8M2rUdN0NOZvofOBmus6G+LYwXDtIwzPj/LclZ48JBE4iwhgJBGCtMMyYtV7UpdQ8qHFRVqwfQFakflJfQCrCljRNQbsf/SwOJYImhDj5mfyZ/q4XkSwbL3ylhkBLwRSKJomtLpwQZdcHqCd1TSfWCU6vSTU6vOia7qPhoQXKuK0FNV40POH3+yOKlPsLKKGdpxEPwSOIV2Dh6HHkHt3pjvMmuu5pRPTsCnf+lnG2iBhF1quhfI5DiBF4ltvn25BQlcUUMY4+5M6pBok9n2IBUbM9l+LFuYKuIxskY+Re+PNPEBn59xr9myHvSiBwwtGlNPQ+CgTOELS4HX1DYNhYKS54feEfAS41L/l9SO2ZFizZ0aeJXma8GjuQ1fAms989SOqsfqYGk50s/xmZkJ5HO4NEDRO7Wn6EUgPmI2bbtyAr7f/NnUOrAVsk4PeQ4m2eH7JKP1un1a8p8JuIAqztn6ZMH0KImGok3kHJxPF9UUNGDZEVhOuxBRE7s4aNhs+Wgd9y5/dQ5VZNQVZycis7aC18DtiNGFWzxsZjgnhUXmA++11SkowneX58OYFV4OJ1PeeBwAlEeEYCgaEwTF/Yatb+Nu7vQzn7gesoHoIJ8BgyCVoPg08THWXX+630q/JaHoA9r1+1fzt1KMBjMfdzu/n7QuAliGaGNZa20fbwPEbfGOko4mcWEyQs86YZffoc8LvIuI/oe3CuQ8bDGhTj/N01SKqvDw1BnWLcIYaMGn6fAV4O/Hemz89BigDOwh9S6u8cRIyaF1H0VawHSz1MQ2GvH8/7r1XAcIU6+0bvoTVGSlq49O1BamPk3gFDJGrYBDYEYYwEAq0wTD8lEooQl/VYjJAVus1CWcDqS8i2I2wYR+AF0LyS6iFqTQuLKbLyttoga01i0K4h8zK3TUvTY5E+2RIk9XU34hlaom0wWXTAzw98BzIGX0aufUQZW7u9jvNZwLZc0TYfvbuMvheg1Qd992kWz0/S99Z0CH9jCAnxQNgJ2yvkQqlurCGiIeg1rtK+53rO30EygtTYU+P2LfgiiwWqT6PP+C2NY49oG+U7jx63VRgwEDgOCGMkcGaiNiS2IemjUFzrI/pF2azHAurQzqcpGh3iRbCaDS19klKh91EKr0EJl/tzH7zwmBoTWp9kP8JJsRPdrNV3byTok1mV2PgUxTOisuke/wrhpVxKqVK7yezjJ99WeMaGUaCENdRA+0vE2zAc2qnv51eovU4eetwOuX/+uPOOX0ctajaib0SoSmwr7dqeT9uB3Kzk/e8hxpJ6x14L/DqFzyLiamKAaKXnVuHBS/GGRFsHp9SwEUNEQ3VXYDPACnE2QjuBZ46UUrRoz84G2xPsTrC98fk3E0wTJNdW83c7878rCQ4nOJJgkv+vx13N+6wk2Oe2P5y/X87HqvtS+mDPd9idY2fefzW3Pc1rks8njWuZp01znyf5HHcePX7pox2DoePsdGO+M4/J6hx9sK11Ha37NDXjZMdyrf1WE9yf99k3cL7HZ/TvX8w+5Vhy7Tsb19Lqw9A167Og17Qvt+0J7nb7PGyudzXB7sbzXY43/Pvwz+DYPAvfzOcZ6rc+22ufK1q0NVp4RgLPDvjV2ez49whxpbdWv+qi3kIp465ESShFzA5Qh3YOuOPo6n4RyY5QBVStJTKi1iC5nuLetwXmlBsgaboiklVSgbtuD20tDMUE+H8ZTptVoqhm6GhqrEIzTTS0dBPCh7AeI4Dr6TotuFZqo3TdOdQKsXrOltdC+wL9cInH3wN/nP8/ol0B1++nAnB3IffwHNoZReciBNmtje++NR9D7+3liAT/ZRSvluIvgR90/RjyFkEdHhlTwipvBj7v9vkawxleI9ZKRW8XbPwQtfdrKZ9nCAv05fr75woE5sFGW0PRoh1zq1fh9eqs77nwK8chT0J/hVcfK+V9dSXZOr/3VEzM3ytmH3veA+7vJ1LbqzBJtbdlLc/DrNX5al4J6zHUS7Kaau+OH4/WSv1Isp6gst1h1xd7Pt/Pw/m4T65xTbYdduPf2maa+7cv35sVNwZD4zZ0zoeTeETq56s/Jr5pH+4eOP40led3X+NeqXduJbW8bfX9UY9W31vR9yTpffN9Wsnb3jnH2LfPFS3anC08I4HTE7XnQ1ebtlLqmMILmGBXjuI5eR+1R+FzwCdol1MfU7QalF8g3pOU9mRuiK4O1athV7/qddCU0nHuo81UWXZX+P2m//5YC0j9mS8PDxDQXoUnJAPklfm7V1K8A5bY6XkyO1zJ+p8xxEaVtldvwa05s2RErbT6KdcPvTerSCrslfk4LUE2HT+vWbJE7cXaieic2DH4CMWz8znq1b9yW2wtH5jNGVFpdlszZ0zbk6JIwKdJ6a352b2Sosaa8jE+nbfVjByLDvE4vCrvsxdJ/RYvVN8zWDRD5Htbc2ZEeV4T4v14ACEW2+dF7kNK19B1fwT8MiJmp+nRdyCckSC1Bp45NtoaihbtmFrtrfArf101KgdDV6R+hbgzr3A936G/uiur1cO9VWDfA9BqD6c+Z8RyRHamesWe8t9fX+O4aWCVnRL8w8B3TzT2n7q/1TOi36nHZGilvWz2X02Fd7IW50RX+d775Nvd+Xi+7ytuTL13Ys/AMzOr+ftwZz7uwaP9aD0v/XHwTe/zOI+p9dgoZ2ho3yOp79HRMdbncsiLpV4Q9UwNnUu5IlNzjifN2M/2uLR/M+3fU7RoroVnJHC6YkxJ+fQx+S3I6lJXnktI2uM1jjtyMG970KmbLudMly0IX0S9JW+l6zTLpawC+5V0W7gdTbeUc13vtj2I6G/8W3M9HeJ1sEi0V+0tHsZHgXc1+vT97m///Z8D/z3w3RQei74r+rwAuf7fzH0HuQeHqFfoFyHcEY8Fik6IiqENeSVuovZ6SB2ZdlHCryJZNfcA6jnYSl/krYXHKdk7CbkHH87HfyHwavMceU/AVxhOK96MSLrb+6TjqtwLD63Y+yhaPbh8foh+SrW/PyNqPs0liDfsL+jX9VFukt6HReD7cnttPtZ8Kq2hWRJYLzbaGooW7ZibrAi9V0T5FK2VX+GO1CtG9XbodhqX72c5DPfFrhqVP6HHsqtzzxXRfvkV/arph9/W768rWuUVPJyKt2dnansD1pvlkpLlNNTXvqdx7Hk9RzYj5nDjfmo70vjuYdMH6/VQDoTPjLKetCN5zFveGs/fUe/FLA6SeifmyZ7x9+5wGr5HNrtGr0Gfcc8r6d+fYV7RkDdNx8XzdqbVNc/+XW5PLU7NPPtGO2PbeiSHA4FTDfupuRarwA3ISltXnIm6uNo4fz6izgLwvIxNtLMcanTd9hyPB1k1/gdK0To9/9Pm7+vdEVJuP+I+1ywa773U1br/THU63k5KP07Rf9iC6FT0ek6pQTNpfN/CH+Kl8sXL8z83+m7Ha+SuY4pwNz5JqUKr2+gK315joq9AC+IVUIyRZ0F5Mqp1skSd8QGFG/NUPu/n3HFfQs1b2Yx4SnS8ynMk1/854BepM7T8PdLr9njQ9NXjEXS8ZcwvQ3gblyBeNq96+6f4+yP/bwmcQf++69i9rnHsIgbYdftyE9Ve/Q3Iv+oRsYJsUXgvsCYiTBM4PVEIezdihcKKy96GcBISsrDVcceU1EhNux1CovVC7au03oEYSOdTK5daYaxWquQCayt9WrInFOn3f0bSfdVw2tboW2ui8yJfWm1368D2E1T2XCHnuJW+kVAmINnmIndMPferc/+uQWq72No6vgKuFuNL5rt30HXPRdKqtyB1ZHzxvEUkxHEx9VgsIKmz+xHp+Yupw2OW/Nsh4Q2tYvyYu34vdLacz3mhOd/UNCWOvg+pKfMK2ni0YVg8lCf9uxGjwZ7zHbRCIVKB+AlEKVfDXAuIEWWvW58z7d8nkWKDX6MYNA9QQnfX0nU3ImRaDY/dSa0qXBfjCwSGsNGumWjRBtvaqYsaYink1LLPY87NvG/m8YfDJG3yq+zfSvk9nGYLUmnYZD3u/LtTIXmqGForXJNyf2cJemmfWp8r0VT758mYd7uxu3/gWKupkIi/OdCPr6c6lKXiXrtTO7X3YB5XnxZrQ2mtMdVjq4Cc3VdFy3xY70j+7OEZ92k598V/P8mf70slFXfVtPK8Do+PhpGGiNQ+tDRNred79vO6mopQn4Z+9qTZKcE+LDpxz4A9ZqT6RltX2/AORIvWbLNUJGfrfgzpTWhGgM9+sGqjPrtldibA7Mkk9fpeX9NqY7+J+Xcl+eyN+vqHDA2dfIc4GqpTsppKhox+t5rPp9/7cxzM595jtmmdI+VJapYCq/ZD/z5sxmlI18KO0XpaS9/E84FUf8RnuAwZUym1r80adPZZsPvsHniObd/0XrQMglZfdq7jN1UMhVm/if6+/pk6nPp8oWH9k2jRZrQI0wROVYyotTt2UDIExrR1Pzw3wMOy+7Xku+qU3IDUVxkxr15CyRbRmizKPdGQindR30SpKKtcjZTP/34k3HIdEjKaIuqddfZGCXukgV4tIFoUrd/2FDiChEQ0g+V1uV8gY/oUJZPCcxzOA36F4fG1uDz3Ua8xUfM+NARiOR4j5B4/lrf34QO73ywk4B+B76BkzlySr0/79JfAD1P4LZdS7p1mXx1BnpF3DZy71Ze/RbKVbIjHYkoJ942pn2N/3DcCr6XrPo3cl/20MaFWzW3D64+U5/Ihw30a09IuqXk/CfivSHbPiJLJlZDChbcRKqyB9WKjraFo0ZqtvxI7nGrvSEv3Yy3PiA0L+BXv8jNayc3SIZHvfRaNhgLsqnS366NXbfVjoqvnodCF/Xc52Syb0if1cFhVV109D4WC1mp2/DVTqHWsvj5MGct5a+KsJ9ylWi8+LKPX77dfSe3aLOo9ae0z5O2q1Wnbz81aGU4rSTwRNmvnmdeE6Yc9707iSbLaMn7MfBZU+3caLdqcLTwjgVMZX6RUo90E3EzXiaehkPlq3Y+iBnkFhZyX8vGU1LqAVJu1WMDqM9SrQhjymMh2Sprcj5AptYy73fZqd75H6Zd5H1OTasn9taqtlizZIRoUY4QMaj1FE4R4+N3I2G1GCJUvpeu2USrD2uNtoa8N8kbWB+9N6ZBy9y0vQqIQOutKx1bPQnAbbf2OeasTg2q9yDnsu089Qdp/q8jqtT8SkrXyAMVjYmGvU71jd9FW9qXxHL+QPglXsQl4J+JFeyeF0Hv/wPbD6Hs91KO4SP+eq8rtHRQtnUVghCgQ9z8Pz0hgvdhoayjaGdzmI6im1I/vr73y6q/YjqS+emdqHre/UpylbunPMbSt94y0Y/x9HktLtVWPcdh951fYs3glnsy57I7V8iAMNbuiVx6B1fnwvAJt6mFoVzpu38/16njo9baqEbfGZ5Lg72dcn95n7+mZum2PzWOxtkqskm5bnKn5ztXnY83DjdmTZisQ90mrwR2Jto4WnpHAxmDtqro2PfAJJPV1/sqgfVXUJWr1TkWL22HP72u02HOPqD0Lm5GVqp5vRNfpduPcF/Wa1F6RurbIHvONVzq9lFJx9in3nf51AXVaaaJ4iJRDkUwTzkxfyVRrxpzHsKoo1F6FO5D7dYCSEjqirRCrfflo/ttWOpb6NrXK7aWUqsE+/VehXByrE7OA1F3pEM/TZQhv5vo8VnpO3fY7G9f3T8C3U9fvsfht4DP0VXvX6yEYU/NIfH2hhCjC2rpF/WfT16pRiC7KTeb4m5F08PupU4U93kOprVSnybe4KP45kt/i/mMYj8AZgjBGAhuFEXX5cgnBCLZS9DSmiJt7F+1y6X2UAm6PIiRETxBU1CXlu+4mZIL/BiXcoJP1QuPc4/yZ6i7YYmuLiMv9vajEvAhS+dDM+qSzi9HxQN7+zXTd2xA5eWtE6PjZCVuNEZ2wlxrbjKhd9q/P16jhI3scL8M/Qcibv2Q+/wx1+CnRDzU9mbe53vRlkZq0DKLfchWFLNkqBGgLylnYSfsm4Kepw1n/mtkhHzVEVOtFw3167V9o3tv1Qu7vLiSEprAaK1PEaFhFCg9eSR3KG36e5HfxEXNcvWeWfF31htroUyMbY3CUEGVtRI+onyMtx1DI0/qMDxlOgTMLG+2aiXaGtn7YwhZnW3VNXclru3z7xz2QSrpqcu3hvH2LIDk1/64kT/4s59uev/Mubu27PV5bC6J2za8tnd1P71SSqCW87mu487Vf96c+MVP1Nh5OJcU1ueONG+dV+XufJlyOW8Zpd+rrnyhxVlOGbfjDkiRnpQn7Nkn9+6FhqSPrOI5vOnaq9WJDUccvFNEP1ej49yXpW6GQoedJUrPt9XxlneNq+6NE2vpe1b/Dlq5LPWazUvijnVFtwzsQ7Qxt7dh4axJJaZ4Juhz3/sb+miEwccfUSc5v32rDcfk+n0E1PDy/oZ1psP5qqL7PvobNUL0XOwl4o+0+97ffZ2fj3qimyawJbU/q816s0NadboJqGVWz+Ay2L2t9P51jO3/9dhxqLsuJ4kTIcdeqgtziL3lOjNUTadVEstlTQ/fPG9V+fOz4tuo+aZu6Y6kx5YXY7m+OZ/BPnvUtwjSBk49SQdWGElrubyhx6vGcR78LyaSx2IyEX45gdUXE1TyUueDR4ox4pNzXTyNVTv3vq51pMKz/MIT9iB6Jhlk0+0P/fwfFjW779TFK3P4huu5cisaIHzM93iPA7UjYy4cx9D7tRyTd1S2vIa6PI+E1Hy7Qaz1EndGzRLlPGpLTz2fpi6TcZmFI98PCS8BPkOt/HPi5/N3eo1yWdtXeZw4ZoxsoVaRbVZDLc1KHZVQzx3M4bvZnAQ66Y54NvJt6rO/J//oMGz+OCbjIhFxaej+LFK0X+5teNtv/FHApXTcavL6uu4HjERILnFKYR0AoEDh+KC8WLYd+GxJP/mVEeOptiFGifI6PIC9Wjhbj0uP4gl2CgwiB0mKKECrvzOe7BDiYUzwPIJNfQiafRxv7wuyCXyMKYXIBSWW1pE7lcGi9lp103f05hi+QyW3PHIYIeZu3A3+C1A/5NUr8/whFHMv360n3gtcS8rNEzA4jwl+X057Iz6Eu4vYW4N8jZeofoy5GOKquVbgDnpy5n1Jw8DJKMUQdv282+jBEZl0vvu7+XkTSm9UQWbtgYv0sPhMcBH4HjhKi99J12weekxH1OAvfpN7OP9eJ/v14mtqoW0UMsatm9PMpCjn5jQiX6ewZ238VIcDeT+GbXIbW+ynp1DeZffrXd/zGOXCKIDwjgZONEeXFkpAJsqxyhJypBckWEGMB+uqpH6RfsGsbQsazSpEJ+Iu8/aZ87FcBL6Cs1G6kKJKOkKqtusK3OiV7jcdhRFmdjikEzRXEO3Ox+XtX7ts5wB7EGAK4gq5j3as8Ob+qx64iJEZdQe/K2+xGPA+2X2Oz/2epMzbUK+Un9VdQT/aJ2ii5smcMFoMHStbHBDhkVD513PS8oIaf9zjIyv0mZLKzJFrtS8tImgJ/l8fggsb3E2QCfBr48XysloqpJY76Fb2Opc3weeYr9/79gdleuTFFrwXkOffk36epM5omjeuw3kr93XhPiccfIyRnxRK1/op/XpaR36j+dt+MLED+xR33PKM5469vEas5FHh2YKPjRNHOsLYWP6JN3rOF51ZyXNnG/jUe7cly8xDz6jj1bD0LJVt6jYbdqa+mqnwUVUgdUhG9/xjGcEipdaj4mfI6Wkqvdhxa16wF82Zplmjdl5Zei9b7aWuw1IRWS7ZUMq3WFPKE26k7Zqtv+lwMFdBrjcE4SRG/v0uFmNsmULfrtehz8kwUUVu1l+qCkP19drp9LG9In0/7XOwc+O5IEqLrLPXd1VTI30NjoNv5ooctsrdyh+xnVv3VEobXrzkU7bRoG96BaKd5OxZi2ax92kQ7nUxsEbtZYlwtUS97nNb2+vL2L3W//0Hzvc0O8OTGWZV1bVu7wFl7/NSg80aOlb1PqS7cZjMYfHaREjxbfVSDZp7rGSoEZ8mj1uiYh2w5ZFC0soamM65jnr7bsTuSZhsAu1PbSCtjcCxNxuCIO55mAc0iUfuih9YwrQ2qPpHYZ37N+l21SMneyLDb+gKU/rfrhdzsPbTP03a33fzE9minfIswTeDYsR59DIvZxL8t0HPtdubfDomnq/jXBRTJeBA380eR8I4N5dA4rv69kLf7OOKqHuIfdIj4l5LwEoVLsAh8yEmtz/p9/QvwGxyLO78mHW6liIVNkBi+dWkvmLYZGbMnEUnxd5k+znLFP5eU3krXHQA+tMZ1QXH/HzL90HtXc2/aglk3u+P5+zEx/z8H4UP8RP47zdE/Dy3m57knRQrehpdKmO4Qtc6MYpX5CddDsPfDhs+GwjU7qPveIWNjuRZbKEXwdlOTTDUkuUA77LUfCWsdwoYIVcxMSM7b4Cj3Sp+5XdgwaCnZYENbqvUzohYa1Gs/BOizchflXq+H2B441bHR1lC007gNudif2TFbq3bf9rntfaqoamaoq996M46l+ZXiwVR0Mfy2Q16ZVltJx+IZqcerr3dRf3Y4/1/DLdZLsjPfQ+9K983Lzg/J6qcEe0zfvOdgmoZSN/vXNHT81XyPWyGW5dTXQrHft8Jlk/yMPNy4zykfc8XcV5+KvNPtK+nOx/7s70t1WNK3I8mXCmiHsXRbK7G/x+3jPRb7GuOjY9fyduk99eex3rlhL1G/3IHXoNH996WhUNMz+e1EO6VaeEYCxwZZHV5LWcEVQtwzUVQsaY12Bd5S2rTb29TE9+RvrkBWXIvQUyTV47UkyqF4PXQ1r/9XvIBCdvV9U8LjPNiEeFMOrnucwBJZC3m1pO1qwUA7JptNf3Wl/NaGMqeHT0n+3sY2CVmpPmHIs0qIVA/DMrXsfhtSzA5EkXWJmoD6CSS7pZU2CiLb3sIEkaa/hbIq13FTSfiWR8CqxS5QF7FbQrwBjwIvpXinOJr5Mg+KkqlN14b+cwclK2ac+6aZZ5sa+ywhXrqX5O/fQ0mhv4/a47iNkoWlJRT0eAn1TvTl6jX7RZ+rBDyPmmyq+9boe0h9irj2VUnpeg4lv7cIx4HTFGGMBI4VI2pj4Q6K5LTqI8wfurGQyWgb5aWYkJeSSrLvd9urRPqd7kibKcbER5HwxNnI5PMokmFwNnW4grz9x4Gfpa2XsECpN6PaJYlaNn6vO66twmuxCfg4XfcPaFXZ+bGDMinUL+dilPiKrv1QiYS9VigvfNtHv+2IeoK2x5VQVV05eBVJP36K9dQmkXGQsajl/S9gOKQ0RSZCnZDVKNTwwyhfxxeQlNV35j4PGb0tYwD3vU6UCfg8kpmzk3mlz8vvpaWv8wXESLDjfTtiTKnRohL7JWNJwjOKl9IO+byB2mh5S76W+yjPghpom4APHjWaxfj3VZS12vEEycBSTPBGw9Bipa9Bs4U6DKnnSfm4W9dl9AVObWy0aybaadraxMO2cuT8x7MuZFuBtk+aq/dtSU+nVFeE1awWDVkcSbNDD6v5uD5zR5VY+1k0Zfud+bgtt3OrKqxtQ5LzrUwd61IfUndtkUG9y94ruo7zdfTHfDiE4lVgtR3P8J1VCvUlA1oZGRqWshkxQ6TNVnbNtPGZ3f6gu7+WADuP9Lk+t63j22yYu5MtR9APyejYtzKL1iLztpRUD6c2IdUSSX21av0deDXeOrNovfLv/efNVg+OjJpnUQvPSGA++NVMKeilVWgfyu55v7obr3FMrUB7JbICU10K1QRJFCJc38six7AqnlPgrxB3/EGK+9srSC4Be+i63819/Hvqqr6LwGsQkS17TX+DeFh+I/dxBSHTQiH2jQyR1RfqWwC+g+EQ0dWoR6Bcn9dY2euOqdVyz8/kz7vytY/yte0H/i01QfOdlAJ+3nuieIK+p2aL63uiqLu+iKKhov06XiTDEbX7XiotS/E8eQblX4sDFPXYu3LfPWkz5eY9E1A8KhaJIoT3osb3+p3uu4jcKyUOW0Lp1fR/L38J/CvgE+ZZ/5nSo247UtjP4n3Ac5HQpK9MbX9PLfwh4s3RQnnaZw09KTl3FfVE9L2iHzv6nMj31+CVjgtG9IXwZnk27PM2QbyZT1M8N/NV8Q6c+thoayjaadBaq5m1P+sTzKznYFifYCgdt73CbqdXWg2FlnfCnkv771fVQ/1ptbtTWxtCV7++QJm2lhaKHzN7XNVYaZ3Hk2k1FVQ9A0Pn1fRYJTP6lbqvxbLPHLPWvuh7WB5Ox2vVOuyJsyRMPwZ7Ut8TYY+xJ80mi1X228sAACAASURBVPrnUD1srZpKOtbj1C4aeDj1PTO2f/ZZH3oWvHdIPXx63JYX5OF8X4a0Vqx3zHqRrIfy7lQ8EYfN30NaQWul7ish2BOj+/v077sl2qp+zXD6dbTTpoVnJDAPRtSrmR3ICkxX5+INSGnPYI2VmiR5BfAlarKeYmilmWgT4caUVELy/7dRK5RaEqVFyte0hJAiE8P1V2bh9cD/R1ll66p4CVnZPUgdX1d0CC/gMPAcREp7i4uDj2mru+r1PJav1XsFlC/T4jwk+umxmn75JtdX8dTIivcBCkfhj4AvozwQ+d5yFUA4MMdnxdpOAd5HWbmfhXgH3kLbE7I5/205Cd7DNAt/j3jXRtSKo1C8Za9A7o2tE6T3YDGffxeFnP3vkDpGzwcupO8pq71k/Zov+pxdnT9v3evHEQ9Rq5aM9Vo9CXwA4eTcZc63P//7Ogrf5PV534/S4gEVvtJ2o6IKxUup8470aVbtmT6PRH/XSkRfonB01s9PC5w62GhrKNpp0OrVyeHUjk1bb0SrmmhLQTM1mv/8QGqpe9b98+mtvvLr3WY1tprEU2HFmFoVdo9X0xTjWdwDv0q2K9Oal1Ku11fpbSlYtkTRUipprvYYusL22+/J52xVN9a+7kntcvEnVpBqLU9MK+25PJPew7RWu9vsOy8vQ1NerbehVXFZf1PeC3d36v+WPG9GvQVDqsF6nJbHcTX1vTPqtZmkvkfJc0iGPV9t9d0Wf2p36nsVVSHWv0v8dv5ZXDttPNop28IzElgbNT/km5RVksJ7I6DrbkEqftpqohbK/n8K+B7Kyk0rtSp/ROvEgHpg+lVvbzOprIcQsTPrKXmKOv5/HnUxvUR7VQmz0orXho7LddTjlcxxtb2b4qlR79M1KFek5sv4AnObgR9y5/4vwG/Rz0bA/N8eYwlJpfWr83fQdffQ93rocZbo1y9JHB/hrz4sd0lW7ddSvAIXAp/NK2lopT3X2V7KQ1BOgq3bYsW/VhAO0mCvGp8Jl0K8EuqpgX6dHO3HvcBPU57FCfI7e7W5nhHiWdmCPOfb3LGGnuMfyd/5Pi8i9077Af36ROrdu4w6/XgBeBnwAF13KX2PxE0Ur5Vmm7W8M1ot2gudaVbWlK57G+IpGVNX+NX7phlglwMXh4fk9EQYI4E26pc+9MMeUF4Iy/lv60J+DzJB6mf60tCXoqZePt+d+dcRI2aEKKta4mmiX2wtf3PUNbwbn3Isk5adaBeRCUIr2s5K3zxW6LioCqbFFJnc3kkh3lrjaYpctw2D2cJgh6gn/1X6pMYLgH3I/buGOhxhlVrtcQ43rmMz4r7/0cZ3ms55PCrmrg1P5pUJ8kZk4juXflVdW5BxS4PsrETYuyiFDJ9HTcIFIQMrvNJpC5rSfA6lQKP2yacRa+r0U9QaGpsoGh7WMBVSqODNFGOrM//3xvP3z+hzi6Drfw9b5Zv01pxC/4tmm0IgrZVpfaVf/e2rJopeqx/rqdlG+1e0ePqpv4eQ3/LlFONY+hM4rRDGSKCP/kv/TmpD4xGEbX+Asjo7QB/nUQsk6ctX0fI4XIqw5cfoS7Dg8xSjaEjDZEzNsVBOw/sp4l/60rax9yH8LrJ6m+elrdAXr1brbeFpZFL5sDv23yATq/VELAI/hWTpXEqdYZCQFfh+JJZvj3U9cp/+FHilO/8BpFrqh/JxVpCsCn+dC9Ry+wo7kRePWJ1FMuL4Tgoj+tyla6hXypYH4SsWj9x1TF3/l5FKtR4XAH9I171toF86yaqBrc+GvR/6rOhv4BHEgBT9FYE3GsnXZWXdF5FnRr1o9phT+pO5/b3NQgJ+m74xlrCcjOKNUq/HFFkg1LyP9vPysXwtbxjowxT4fcT7ahch5VlqlZIQA+kKs+0h891sAcZnItAYOK4IYyTQwoj6pQ+1e/RCJO3PpuQuI+qYVqHyhxD3M2Y7u0LzoRuQF/+F+Xi7qCeULyOT6nBKX4voKPAl1F9N36D4EkI2/QZFGG1Xo4+4/VoqrAtIavAt1KGEab6mce7ra6hfvC1BMT3fWYgXgNx39b6owfU+isEF4s14WeNYi8iK/UaEhHgOhUTpDaxWCnLCqqnWIbK91AbA8cSY+nmAVrpvIdSqCJ6OD5TnWD0M2ygGwFm0ic4gz+4+hDC8QkkF1snehgFtCE7/XqFOWX8p5Tnfb57be2gri9p70DLi1cOnIbLPU0jRu6gXEy1MgM8g909/lw/if29CUr8UeQ41XPsh5Hduz6Hjon3dBLwKUS8eMuJXgb9Gfn/2uVtmyCMq2EbtadqWyc32/TTNys425R36afO1SF3g5GGjSSvRTsE2nEbpSX+WMLeSCWa+NsjUkOBaAmL3mePYyrHTJEJkWrF1xZDt2imFs69pVr0Tbcupn6o6T2rvEHFwJfVrxbSq+9p9hlKMtfmKvL4U/JFUyImzSLlaRXeS6mtQ4uLXc188cVG3adcFOZYqzut/Nn3l2fp5GBLWKgTSfWb/FsF3njar3tFqKum9mv6sJNOJ+a78bsr1tYjIQ6m5s54RXz9ndz720POsKbKWyHrQ9LX+vfWJuDaN3IoMDo2vVsC+O8k742Aq6ej6jCn53KZE+360BNiGzukrWO9rnC+E1DaohWck0MeQd6Hr3oukLtq6FFCLW22ldvNq3FtJfCOKi3cBCT9YF7bdzwo4bUI4FjewlsR2G1tYm4y6GZXF7rr7gNea7ZeRNMynkBj8a8x+6hr3Xo2OwhXQ0MUC8Ca6Tq6hL+r0WO7DLyM1YGx/J9SrygVkVfhBalnwzmw/9Bv3ab/+HpwD/I+I9+R6+h6Wq5s1dWZXZH7m8Mdve8FGeGEt8YrY0ON+xIs35Ak5ekbaK/mzKYJiPvRjiZU3IgRr5TIt5GP2U9aFXPtzlJDPo8Db83Y2NLIWEuV505TmMfAf6T//en0LyD3Xcy9SUrwnlLpHCk9o7hB+FgjJ9fX52H+D/I79GHaIFwZKhWv/bCfgW5BnXO+n50/toBY8fBQJK7ZgCeN63/VeWU9WCKltAI41SyDwbIeorO6hTxLdRR1eWUW0MvRl9Q3oMfcXgZ9EXj73ue/X8wwu4Mugywv8s8CvIJkU2wf2HSNqqGvF0NVd/wbKC0szI25B9Bj+3O2ziOiMWOiEc4iihQLywr3kaH/l+2VkHDV8cxtiCNi+ThEX/or5bAWZFNQ4tCqiq8CvAX8CfM5ceys0NgSdyN5BISmTz3E5s8f75MA/p9KfrZRr1QKOI/rKn60MIY+hkMLz83dfRsZGs3IepHA7OkrIZUwparcKvJ9iHO/Nz/GHKEqoU+D/QtWOhUv1SYoq8eCIICETfaaG+DK6rY7RBAlpeGOJfC3Cfeq6nbne0fMaxwJRpdVsm0WE/zQ0hm9FQl+bqRc2UIyEn0SIujbrSZ+9ndTFOlcRxV37G5mYtmq2XUTeVX5MlO/VLu4XOGEIz0hgvdhC/8VxIfASuu5cas6CXVXqauSl7nObyruWYSLpom2y3DzS0MohOEB7tW/hvT7nIPH3od/Mt7u/dXX6QcQA+2f6pFQvxDWWMx8VirqBkoY6RWL6WnX2POArA32Z5nMqV2CZImqmqc/zrLLFmBJP2Sif90JkIl5EOAkfoOtuZyNj7XUWhxXFss/ZmMI3mSLibj6TC4r3SZvnzKTc1OB4EfJc6rm25//rBLi1YbAtInwqfW6XEE+YL9Y4ps5qu4XaW2f7bMnYjyPPii3VAPIc2/uuHpEJ8rwoB6RtsPerO9vxXaSfQm7xpfyvFdTzac6riCH1PMSIUc/gQv7uEcTroWOmGXEK/b9yWq7K/VuleG20j5N8fmso2fITe4+5mnbg2LDRcaJoG9SONbZfx+mtWNhKgq804sJpRtNidJZTkVLhLTyRSox7korsuo9tL6dZPJK2dL0XDhtqf5b6gk3ziGWtxTXxBfe0T8r1UBEyFSezUtw2Jq78BMv5UJ6Cl3y359F9PLdkkkRobsUcW+P2LeEq24+TH2sXHpEtlte6Nw+nuujcWvdORb/0uZrnXtptpmZ/vW9edn6osJ22ceo/t62+T5L87ibu2CqXbiXXd+Z+KEfDHucf3N93mmdEpezX+/u2TXkzs0ozqBDh0PPlr1/vvf1MeVqW7zVNKiDXl5bX8V1JNQ9IOXAnlgMV7Wjb8A5EO4Ftdr0HW9OjTfAbOtZw1VhfG8STVZNr03yclhqmToL6Qj+S6knZKlvuSXW1XF/l1r6YdGLWl9BaE42v3Dox57bbWUNqSHHSbvtw6tf88GPQ6l9rAtAXtZ2A9EWt5N8h4l7rHE8O9GWtfhyfCr3zP9+tisRDz5kSNL0ScGtbawAP3UMdV53IjszYtjVe+gz46rjafL2jlUbfrUG7PONcShS1z9pQvSR7fn0X2El71j62X7qg0OdRjdmhffT6hgwcb2Dr+LWey30D5+qrRPcrhGv/LWE+SK0noW14B6KdoDarVHefCa/ZBfYHbEuY90t21y9Ku/LQcuf2h7yaZKXlWe7qXdGXsX3RWNl5X3hMpaj9i9KvdqxUtr0uX+Z8nmYzI3yWzTSVAoDWYGsVVbPHm7pj+G3W+t6f347fkDHhC+Npcbeh8w591jr+yX1htw2LWQaBGopr3Wdts4wMnayWzbYH5riH1tixGSh+P/1N+pW8lVi3mV9+IbBWW8urYTNL/O9lmorXyBdWvC/VHiG9jt1r3Ju1+mTHY3XG9rN+3/cPPEdDMvPDWU/RjnsLzsizFyPaGQUj2sS9EXU2iBWVskJMyssYI7FYJeq9lpLTv4qw2vdSStX/LJIZ8BpEnhpqZciExISVf2BlzD3pcgHlqQj0Os9CeBLaXy3TvpYiq36n16i8AS8+9Xt535vcd5r5UHgTEut/df5+FYnj25LzPrY+q6DdBIm567j5fVVRdXHge7tdQoh7Fp9ABM9UC0X1UHyWiD3uPfnf5yNcGhGqO1kxduEvXOg+TZQ+J/c3FP7Bo/T5CrqP54dMgE/RL4FwL3LNC+bzH6GP/wr8IIWYCjXPIiGaIJeYfSbAAdrFAa2mi5Bj5Vm7gDorS4/fusahAor2/JpRY0nci+b/tyNk7itc37dSK8li+us5Kx6zRATteNxMUVy1ff4j5FneBpVKtOKbVRFKGbcdyPuwlRmlfJrEidHNCVhstDUU7QS12fHRw6lfgnseD4K6hXXlb13M3qVtY+YplRW5XZUn13zIyK4CWytau8r33+nxfNn4Ia/FShLvjYZPWnof6knwKzJdKVpvjPVU2NDQUBih1f/Hk6zaZq16p6lwAWYd0/JA/H1Rb84Qn2KaxHtinxkfFjqZHpHtqb8it80/0zoWlgPjvRjT1L4POj7Ks1EXvrr8vVfDHmPVbOf5Fr6v3vMw7GWqPQTqvbFeMfVY+GdtNd/HWSFEvWb7987UfwY1JOqfu4OpXVRTw6m+IJ7q4gz1RcejeILa4z5x59P3157cRx0j+w6w743lVHRV9DMNd5YQcLQT1sIz8mxFv47D9RSPQUKUN0FS43ZSMi5Uvny/+d6uiFSRVLNZdPWgKxFdAVr1ydW8zbXUK0QP9cbo6tqu4B6iXoFplov28y30V/L3IavHvdSl0bXvieIB6ICfZ20Z7Vapdi2spitJX4hN+6naFj7rYGhFeB5y7y4Z+B7gf0dUJb3s/H9GMjbOQ1Qvf4T++Oi5z87PyxfoS8rrNq/K+/w58D9Qq8aeRX3fThxkNXtzo48Wnyalt+btD+a+vQhRE92E9H05N1VEtR4OixXkHrwG8QR8PzIeH0I8Gn9LrYcDJT0U5NnbhUi/v6Bx/CVESyOZz1Rt1+ppWIxoK6paj559phLlt/Ry4DeRrJ9zqT2TNvPNKppuoV+IUZ+3B6iz0u6l1Jay3s0lJLvFvhduR34TIyRLxj97tt9LSE2ca5Dss3upn0GrHaJKtE8iirH7KCUNbO0i7wl+EXK/70U8jQcoGj7qWQ6F1hOFjbaGop3g1l8BpFT4IJ4g14+J9smfvuT3atLS3W1i63Iq3gbvZUmNVdFhcxz7+dfd36V8ebu0ul8xalaAJ8HpatdzOHxTImuLu2K9TqupNTaln+rpmJez8pXUX5Xalf7u1Pdo/JW5Hy3V3OUksX27j2Y1zdOnVtvnrvH4e0qG77Mfy32N57/lzRrn8fGcGXt/96RjV2nVPvpn5unGNi1PRZuHM5yV0hqLWc+znsNmaVkCtnrR9qS+J6LFM6v7O/t5OpLq30WL5/GPA/dEOWmzxlw9MQ+n2otmuXAtj+oklWe5pTJ78j2BZ0jb8A5EO46tNRH0iWPTVE8c1qU6lEXTCnMMy7L3CZ7ehWrTRXUy9Sm8Q2GH9sugnuiX07Bhcbe75nncxLbpC8kT9DSjwZITvRS5lQPX1Mm1zmezEvx4aBiqFSrwrnqfkeRf/PenYSLfPE3DEScu+6Dun05KPlW5fjb6E0rrfs66DwfneD5mfd8yGv5ujm1s/yw52pJm/bbjNBwKnHV8vXeW1KznmZim+9j0WX+8sqiZTVp92L1fWs/4WqEku6CxxtX9qW2sFEOjnHtf6qfLHzGfD51/33F9tqNFmOZZAyH0aXjAVrQdI2ES68K0FXbvpBSUKtU51Q05LA1/GXVRPIsDlDCHhmw2IVLnP5T7cCWlYukYIcBq2OeNZv9ELUCllWLFbWr7KWXMd9N3U1s8hbh5d1CK8vmid39HX4pdYQuBdeiYyTja8JTKXe+g61SkzMrg/wIS8njpQF/1umeFIzok/NYKq/jftlZatqJPFk8h4Ygh8ussKf0p4r4eMSzbfTwwppCmF5CxA5FbLwXQ1nc+HQsN1fh78e2Nz/xYzCKDtsbscOOzFuk0UVRIr2icV58RxT8hIaEPDZx3CHrvVHhwEflt2OcZilrr+/P2L3LHsWUhoCgPt/ryeP6tbmW4iJ+/VuhXP9Y+Qak+/V4klGeREBXi/eUTU1pAQjka6l0Cfok6lKf3InCisNHWULRn2Ip1b1d3q8mGXMTC9659T4KrQzHznXeoGNkQuc6vIK1OQmt1qloCVlNkraJZs4qKaSE8r5vgV2B3pvk8BHbM7m4c51i9DOtp1qM05O5PqRbRGhLcOjBj7PR+Tt159fqtx8yGUY6vh6QVNlz7OZ3nPgx5R4Y8Un91jPdr2jimfe6WZ5x7rabCdva5ttfeej6WU9+zp6GZZbevemjs79seq4ROy/jvTO3xH/LQzXrOPbnUp9Jb/RAfIrq717f+c9IKx6lGi/ec+NBr++9oc7cN70C0Z9DKy7/9ginb2NioZgIMueTni4cO8U36n7dEzXy135boWbmOWnBt6Lx+IrTtH1Mt+uTd3F4LoqV90moa9tAQ1DwCZcereUVYNdpm9deGxoaMtqFJWTMxhsbBPm9e86TwZtb/fPuwYytLrP3yr0N3rXvTqhY9NMZ+jJ44AffUi821eC6tftmQnXK2NNziQ6D+mHvSsBHpM8r8e8MuZIbfG+vXQPHXZhctbVHG9n2/Mynnar7nraVbY8Xt9O+78/ZWOdrrwASvZJ0twjSnN0aU0AZAQtzYN1BXMLX3WeouiDt3mVpDBOAvgfNzLZIxwy7vMaXWh3fN2s/VLXpx/kzrYFxJcas+Rd/VrcXEtB9aHO98SiaIPa+ORcuV+h7EFW21IrQ6qXfN2xDHBMmC+NeN/k2Q4nlPUrIGWuGSE4UvI/oVGmb4NmZnKoEU/7sKeBsybm+mH855HHgh/XGcIrVoWlhAawJJWO8u4CcoWhWXAxdX4b9ZKPoP1+b+LdN1uyjVZ22WmGY7rNB1l1JrSNgqve8D3kXRxVHdDHXzt96Fs3Qvtq55HevH97m/NQyh2j0fQ0Kgr6HOJPltpBaNrcujv5HPIL81/zsnb/M0/d+OhtnOodYu0dpGeuxl5D2i96XUVarv89PmOOuFhmf35vMcoBQfbGxd3Xft9y667p45nr3b6der0veBLXR5FV23B9FQ0oycJUrGIpzMDLNnCcIYOVVhC2TNZxBMUEGvenvdRl9GGhPdgrxIrgd+lPIsvBgphjWh5p60+lZeRPNxTMpnZcJ5EX3uyRRJryuF3mR/kJeSph7asuZ6nf5l/CCS+mqNmFXEIIJiFOnEqVDD7hzak9IUHWu5lmtZ38v20dzfC9e5n+IriAF0E2JkvXj25kB5se5DBKJav/+vIMaIhRi4AvuyXkbuRTEKZSz0HiXKJDRfWfYymdjJ06ZLLwOXUVI2h17+I2rRP5+aqmOuvwk1Tv11+5TfBHyVmi8xpVTvfYnbfhbXZi38PpL2ey7wCVLaDUDXWcNaBe+upjYotN9bkPeCT32H2phfpm+QPGU+nwJnIwX9dLzUQNBjFOOvGI+HEMPNipAp3yox37O/QBFP1P3b76a2YVWePeHWaQHB29y+Bynv00Q9XoeA76Tw326izzXzXKB5qkIHFBvtmonWaOvJSlgrRll4FN7FbuXaLRfAtrrAWjnesbkiS18sb2NIQMymArdSivt8gTIW6s61AkjqutasEpu2eHfqpw4fTHW6ocasdb+d7ryzan3oGB9Imgpc9psl3uXHxf6t8vuzMkE0ffXJOY6nkv7W9bySfKy9CKzptpp1oFlFltOhYzVcxLD/jNzt+tYSz9PQXL+sQf835HlLQ9evn9lQiD6ndt8jqV+oUI+/VpjsmTa9562aPJ7/5AW+fL+eTP3w1/2pDgFZ7oh/T9hwZ6ve0bL7WzPPWmKCa7UW12VIimCYt9QfN/8b9uFFG65t8cGWk30fzHoeo63ZNrwD0RqtH5fVOizrrbC70/1gfBzfxkFbk1NL0dCnu82nL9HWJGi9uFfN+Sxxde2U4uEx9M1Pdq1t1CDy5FlvmHldFd9WUs1XscfZmcRY0NRJrdVjx2LIWNH7sRbJUY2GtbQyjqSanFgMrr4B4pV87THs3zXJsP88eD6Inyws4XiosKNqiKwkO7nU98cbbP6e6Fj7Mdpj7u/U7OfTi+3vaL2k0/Vsr8qsQ7VXJqno0lhi574k1afttn1F0b5x7N8T/lyWSKwKw5pS7vfRBcX9jWta65pb7wj7TmjxivT3Zf/1nJD7zfbegFG+TasYX/vZfiYLtWhseAeiNdowGbP9gA//IP2Lxa5SfaVP3cZKxLfk4IfEj2Z7ctqaAzr5Hkl9YTR9wekLoV2Rd/YYDsnEzzsB2AloSH9lFjFSm32hDWW9aOE1O7mqaFNLT0E9GbMqoer59H77qqirSTxCmmnjMzHUEPDPiN3Gk38n1f6tezacieUni79y97JVIM6TCP198s+dEnFVKlw1KZTUa6/NS6pPUt/DeGfjHqyVJTJJYhyM19hu6Jk8mNpCbnruIclzrYw7/FtqkzJbz/mQB2Z3qg1Wv41/ntQz+WTjHK1rH6e2YazeiVnPmjc2d5pnxC/+7CKspePT9npENs0xt+CMnIqoC0L9JP0idSVO6ol6JY46oq8RcAN1jNfHax8D/h80ntp1d7ptlAegsXQpYNWPz9d9FIzzvhb3Al+g5pFcSSGtfQPJ9wd4WdYVua1x7CF8kSIDbfFx4E2sHa9WjsVVwC3uuxE1edju4/Fd5v9D/IFF4NJ8PuWvvNvt44m2rwV+Pe+3mcJXsNtZjtDtiIy33kfVB3k5wqkZQ6XjcR39gnKW8Kt8ESXxreTjqi7DOTlGb0mmNyIxe+WELFGel6+5c/1A3n8LRQNjCeE/XJN/I1soXILWs3eI/phfQpHYnyDkauUkXUtdKNDuuwC8wnwHUkLAF7pTTZdWiQL9+yWN48+DDuEHTSkkXIXyc0TjBf6aWvJ8EXg0/7a9LpElol6C8rsE9yM6OedRnk/V+fgDwGrJKEfMF/TTY20BfhUtz6C8DfntP0C/kF6iPG8dIumv13wV5beyiOirKBl52fDU9N2UgE8iPBzLGRlTk+6/RnlvJOQ9dRWFY7UMHBgg6waOEWGMnKqQyfm9yESjgmV15chSp6NlCIypyWc3YAlb8kPyeAFCXryYrjuXPrFUXwx/hZDqFpAX2vupf8yHjv5QBSPkpWQZ9cuUCV7rPnhc6v6+GvCksz5qA02NJn3pTxCj6x7qjIR/Ae5GyLyeDLqJPjN+TLlmT37FndPXLmn2GnkBJvP3Wtk4mxBinxoPSgz0WETIrirklqizZhaR+3gJQuzVcVkCvscdy9bymSAGDhSy3vOoa8DYDKazkAnDirktAhfle/a4O9dC3v5eqKqqLlBXj25ldSm2UJ67RP8+2d+N3VfryySzXes+b6Kf3fE16grN5OPo38dihHi09td7ohlMiVp0TETyuu4c6snVE4S1/tTrEKKmJ+TqeZapDZECKygGrewmMX6KsTlGnr03UJ7hCWLYKcnbG1/6LNu/7fOh76/VvN0K9TtnO2KEX42QcZ9G3lO/Qf2+uCU3Pd43aAlM1tc4pevqd25gJsIYORVgM2cE9v+6gp0CN9JOXbQF2WS/oayWgnHeXlci+hJbzJ/d2OppbueZz5Tprl6XQ5QUQ2XQb6KenKdImuL51C/B+ynpqYv02emPNvrUwoh6XB5B1Do1lXhMrfoKkhr788B/mesM9fheRG3YQJnI1pPeu9YE5TMz/KQ2y9PjDaIfpu9BGSEZFBZbkfTQ5yH34+XmPBNK6nZrVdvqU2sifgPiEWu9jzYhBdSmSGbUj2PvY7kPQ2rAY4q3p3Uv7O9mRPHALCDFJJ+kTFCtIolQlDo3536+ltojASWT60SqeH4cMQovN+dZBZ5AFg/kftkJH4qR1yr06DHkEVkLI2p1Xl9MUt8/2q8p8AmkMKHNELJIiJGgmTb2fQPi2dPj/xliONt3zoTy+78C8dhsNZ8B3GcMDX0WbqVO6d2RpRCsmqx4arruYHhO5kMYIxuN2qiwP6ZlRGJcX47iUi+Gi33wp8iP5DHkhyGTpV+dWMgP7A5qV7LV3vjWdVzFAuL+fzL/zbl9OAAAIABJREFUq/2y7nw9vq5QDtD/UduqnhMkXfJV5vqfnrM/Y+rV8jvy5yNknEZ5m48hlUC1n5uQ6rYtHOh9ImMIci9suALmn3TWo7/wTFfTFq001jHysvY4n5S25lRaG47Qfu+gfoFbLOd/VSsj0Z/UO2ZrpKhx8HJsqLF+yV+Tj3sdXfcocDsp3ZbvkV1xq2fsXxAD6mmKUaP91efGalrMGnu9dhsy8LgFSS9+KfK8HG+j5FFSumYgtPrf3LYteXsNTakHZ6h/sz0iwxjTT5u16bf+fB19A9NL5k8RD6dWCR5TjI1Fyvwm3jd5N2mYCfr39N2Iwet64jwe/XnzzfmYq+7z2qPakmuYT8LhjEAYIxuPEfXkbUtmgw9/1IaLTmQLyIroHGSyuLYSgBrGfmT1oDolb0d0BLz4Ugv6w9MfoQpUrVImHV8zwsalRwzzLaaoZopMMkMu+DaGtU5AJiA93o0UDRYL74FQwSfT054w1yrwJfoeB5jtIfkb4Afc+fYj4aItuR3PiWuoL7oCbHkYVrI73fNHFhE3vvJ8FBNEx+SfzGdah4i8j/UkKQ8J6pDkH1OMUfK/W1ABvIIR9Yr0ZSjHSKDcAu3bDyL37CXIM1nqHJXnxnr4WhokFt9C3xNir+2LiCHivWfHEz+c79EvuM87+horCn3O7TygXgroP3ePIwuk9U+c9diejXgz9BwtLZahcOOjlOdwM/IsCe9McDW1902f95ZHrhX2eSX1AuHK/K/VvfGGtD3GY7Q0f/rcvl2IcWSF/eYTBXyWIoyRk4VhC3hM7eLVl/EiYlz4CdySsf4M+DH6P9z5BKZkFaHn038foW2MrCIiTC9H3L4qgmULzumP8hEkbv4UZXV5CPnxKXxRtk8AP4tVbl071DSMtldoB7VI1jbEINln+mI9M3bldgVdd1G+pm9QczUUDyIhLD8xzTJGnkMd9/4k8GHqENx6wz1DUK+UetsszsvPaAs/QBHC83g+5T2iK2uA7dQrXilSJvf0C9RcEu3bjZRn5ABCfPVhqEONPoyR39BzqMfpespqWPFVCldm6f9n7/2DLb+qOtHPuTfpMI5mkNePPOOYkQiBaJ6aKGIrkJsRxaCAIzXvVUlVqIDtExkqldEw9h8+HuN7da3hMVYKsV+ZB6lO6fNNWWlmZAztKygOotKKdFDbMYmmhR6CHWgwJJrpe+85Z70/1vfTe+21197f7zn3dt8f3btq173nnO+P/XuvvdZnfRa075egAtfK+XGTCNUiraFPLUzQCDo/vCDHtBlSNJuWMTxoIt9rg1na5xAHdCNywOg3Y9ETfBLeGZST2k5qjLygFrULtTI2vRY6lqxWmQLOBoDjUNCxN9NRq+LHIecbEwHsFuNkn2GfKVAB9ldg17ES20czlV0/LDHbJaktuSyMXIxU93hhOmL+Z1RVQG3lP4yE9CeTITeV90PVvv5kT5V7X5l+wX37C1ChwEYwJSX1R6A01IAurPdAsQRUj9M2u4wccLYGFajea8r5ZugJhwvODF7w8tF4503DJvQ10M0q2ugJjuNvtwbX2LQM3UBpfrJqaNqnI9bJa91zPoxc6ESlfIsmLrZewPk2qDD1bmifEZjrwaYWJDuBCp1ePR2p3RVQqLb1s8hZgWmmuR3plLuCWKhTDVXqX3pr3IWSJv0L0LFo04uQ5pA91e4DsArVkhyEqt6tYPrvAfxPUMFjq/qD7dYSRti+nn6egt+y+b9mKosSNYO3QIUYtvUSVNgm+zExaxzPK5h3PrY9ZZ6G9vnrkbfDZ6GHIgvOXu+e813Ix6LXKvPZv9zVgyYoOyb/HfRQ9aPdZ/ub1dBaocjPGa5d9p23m/8FeuCzNP1cT62mJkU77t8r9m7abt/iSyIPC+5W8+m3hEKWfMwTb5GzoJ9wJ3EJtAJxkX2RvAERg6UnUnssuI7ESTWeAs/WWZIxzd/eNR4Lz1gakTPZcq8F5a7lmenXg12dx+7+qfRHxiXvRfTbs413R/8vkifd+yNmVxuQ7ajkkVcnbvz4e0mIxvG5Wml7Szjly7Am7ejAJHebSU7iFs2nQ1Ky5k6lzb+zmXaNnndCyjHi8zQoJ59xVHKG1Np77HfkWLHcIjZoop/HJdPo/PPxkJTjkvw37E/f5p4Px0cM5vpkWaQnwT123T1qnmPH0MS9j2PUMkUzIGbEOVL77IOAksPEEu7lPEbzRqXeQ3krAXGXUz2NoVL9FIAgqZpXkLvl7odqQX4NejqdQCVmILeJn4bVHIi8FcDvdtfZE0yZVPImcNRK9DCfeVp9GmqfjwJTjcx1PEE8iOQ1wMTvN9z3PFU8gTx+yfsyc8FodACj0aGGCSFKKyjdnQE9pdgxfyVKU4H3evgEYvOETzOkk829UI+Gl6M8Sd2M+smaLpn3BL9RSyWV36L/ffmGpGUoqNlqTcX9fj30REmVODPf/Vno+J1Cx/AHAfwOkqv1VVC37Rou4Coo4NSWmx5YQK7y5j1XQk/4lgeDGpNPQccfTRMPdOP6Q+7dI8SmDm+O22xi+W6GatwE7b6N5t8y1HzwXNQBp2ehplWO3ym073zMlAegnlKch9+CdIpfB/Cb5p3vnXMuAooRsX29AV3j7oX25U1Qsy/7CO56YkXeAjXFcaw9De1fQdL4EUu3Dl131pHW0XdD5Ieh7rYryMcQsW5rXdlug8hbu2t/AMD/CtUk/QHyvqqtodJlxqDi878TahqilnQE1X5zbb4TucZkHLTn3kzbLQ1dMlklbMZ2OCf5Ca+kN7dMfvl1PDUelpj1sE2VXtKkUzL37ISedpunCDKI+lMwT7RjSTEdJqIMlTZejH9XRIFe0xwNYzWM2nVYHBh/kpyH3pun9iEU7VGeuX7ZSfm0lCfVVh03pKTK9mEExjKMPXbD/OVJuKZ5WXefPRMoT7w+dpF/Z0tjdqGyZ7MdOmZOSqkVYD4hOXut/Y1U+3aOH3fXnZS0btl7h8dcKefdTGJm39XuWj9O7Jizn9mPnrXXMrT69TFiZi3X1LgOPuwDNaf2fmr+OH7seIsYfnMNSLk2T8Ly7NG87QW4ZHItiNJ89OZ+QnjVdxwHJH9OuQik8pVU3uX7+zZ0UnbbBdLHZPGU2mMzgZMZqi8wXn972cXHT/So3L5c8+SJpA1ukfvZbkM3JApKrTq1nhWpp6P7zwnwUFDW1r3TrK/SRpeP/zSmjpq/Eb2+LXP0zsiUwf6IzIae5j165knR8bBZs9fFyhsC/Jn7jhTpNep4mrNs/B9/TdQnR6V/nWHf+tgu65KC0vk+rI2BqNw0dfh62Xf5Q19ktrVCaRROoBb2geW1B0YKfX7MHXbPYgiMjey9pRk53SuVdW0P5csA1u1OMVPhCjzwUr0QVpCrzy1gjd4hD8C6KpbJMlJOkbg7nkLuQpnzasTvj9ISyhDcFkFOYKhNfwngEJKr7EEoMPYutNk12+0VM6baNrN8BRtQFbAnZxuqnqf306JzyrtY9iWabf4Aufvr0ETgY82sM4Wy3T4A4D+43yygj8m21RKAqzsWXrpx+vI9FYz9gyi9Kry63ifp8re475cB/BASSNQCPb2bZ9QG34pk1vGeGFEZ+kjNpOcZQ5NAad6/hNyTbgkxc/AbkHNr2EQKgZ9CztRq0w3QNrTz5kegpoYSYKnz8R6UXioEbr6tW0sehBKNMS0h5/yx9Y2+ex5yQKwEdSAL6wuQTDJXgdwf+ZpmTbp23VhBHPZBgb50M1fvqxpXzo1awoyg704kU80xc+2jiFyD9R17G9y63dLQJZOTujMGmCYVpZWWa1EhJTgFSHd/X8A6e0qwwaV8UD1K/P793pwzjynDBnkrwbaRJqR1EpjXjBObtKhi9RFcGZF2aN0ITouAn77+W5GtmngWPN+r/fu0KD4fNW3Wpw3zme9qvW+96K8Y6LjZTKAo+3JN6pqCWj7V3UfA4SOiAQZtX1PDEIFNPy05WJLtsmhd1yQGOUfPOyFtbZMdTxGofSyl6SQGWLaDUx7P+luv7dNUEnAaabf8d8dFTcL+Ojs/bPtF5pqWZmQjeBa1PNG6aPOGq7vX0nIdtGsQTZMHK/ftOXDrthfgksiRAJC+5+YYRf4so5Em1WIUWv3woMFaRub06mwKKdYzwb6fHgAs44nGRKxlLt5+gepbGA5LbMYhen4eXAnb3i54DAvfUm/7bKPq1n7fDAZh6t5Bj4gNdw2jjVLI8jbuIYJVEhCTOr123zyCaPSew0Hf1hb1eTArUbbzguYD//uXK31Ic5X1rvAbnY0yHY11G87eCsKtTUwE+LzEps3HK20wj4BjPWhsZGd7DU1ovq38OCEmotYv+QEsjuJtn29NF2zvGq6K7ds6CPichKO0BhysrDN2rYgOba26cKwfk1IAqgmJVpi3h1K/3u8pU822F2BP5hI0VQoJpYDiB6aV/usbbR3oOhTESvur15b4RdWelL3LnF/AhuQ4xLxfCPJ6WoGNGBkLzlsU6OoXuDUpbd21PJH4NMw8E904aptc3/NnoqdgW/d1KcGGIgkEyLacB0x7xvQ7T5kRkPPEwHYZktek3HDWgvayWh6emKN+a7UpBTqOGy9A+/kW9fNxyccF54vHAETv9hqEoX00Ndf53+bZfGtji0BWu+HZ5/p5tiYlTs3SDvgy1bQoHrtm+zbXhOaHp9o9865B1k3duwvbuZYOYmVZrMDk5+eXgnJGh8qoDz3eju+jdi45QciAdW6X5G0vwJ7L5cThJOVE5QC2AkEkiPjNYF5TRE0QoTnIvo8CiDXJ+Ml9XMrNm2WKVMZD8kRyrgDLteI1QpYLgW1G8Jn37Y8X/rItfB/454v0Cww1Hghbx9r3x6XfFHSkK2tNVe77sSXAtfKqxBvEPHW1eegJnZ4PHlDKTT7yorCn1aGgY5ogaqdrK+yc7OkTP/b7BFcKjyVHR3+biyRNnS/TMwPr3pfHkgsU3qPDmku9R4it+4ao55VvJ+/V5p9j+zxqI2/WsJkapkU1dL7vIpB0P4g0B2NHHDksq1+bIt4SK2zXzJ2T7Fl7IG97AfZUrtvXLdFSZKu0QgfV8HYwbg0JTl09KELNR7rW2195avaLNrUYi9q/rQmDGiD/OTJj0czjba920asj5cvfebpd1C3X1+kJid01uRnach6rPMNueH6RZ/v4Zx9z9V8Lni2Sax/05D7sdDlEK/L5oC4tjUXtOR4zEJl2+swcfe8f0p/R8x6TdIquXT8T4FH3nTcFDNHAUQvhtTmLbsBROWtCucVFtFzzeYL368aqxGblNUkHNKtV8vP0oLQF4Ed62s+aOKP8uJTUAv762JU5xtTV1teobpGQRW0hD7XWw9Fel+NQpFjXYjflHZy3vQC7LveftCMtRwtMam2BYgaaBzK1TS/Dyt4SGsgNcVjKRe+I1E9w3Mij3xbJVlPC53sVrVexckHjCTJaFGrMt3YhtDwpiwpXfGaLZTU/JZcaDN//9n5r569hBjhmWnXg6cueWmscD778XhP1hLvmy1s0Fmizr3HxRKaLi5WHjPvoVEthMcKI9b2Tm/jpgdcvOnbZx+R2iTg2fLn491nR9YLCmp1rvr1okrGHinTiH6Y1mprnUvNlf+/DNXktHIV/y28TaWtsvajRjcC2IolrqQaOtQdRav6soGK1qHymNx/Zwwev2VWmnMuuvfOkfteqsyijrz6C/oBHJ6FRan8KidVUut8Yl+H9YNRTdZnse2ZU9jejDBZl3TFtwDibXgxlzIySDywFaDC5R6ABqqwrL+tSG3czAG8E8MdQN1sbfM8GKmM8CjLW0lXuu6GRWI8gdseLmG99ILrvQxzLYmiycTJqv38PgO/CaHQ7NBbNfqQ4IddA3Ra/H8jiwDD9NdT18I2Vd/h4Mkx0a2WU5SeRYgGdhbbJo+4eG6PIlp9urE8CeD6Ab3D3PTcoF+/x5bJtb9MEUbBEII1/ukwunqTLNbfoWtmAeNxH13jm2weh49W6ygo0Tsq3IHcr/1MA34F8jjLI4SJj0ydbPwFwBtqX1nX7bpQuq5GbK/9eBR2bgI6v5yLNtZIFWGQVo9EqcjZdztM3DKiDDQTYmg+t+6+EsgTb6L8vRor2fC9Go5NuvV1BGfiu1i/PgvGWSsqFI8gDjdId+QHoHOB8vbv7nnvEEvLAeh9FHtgRGB4wdWek7ZaGdlXuc60qpdmaN0tkQrAxJp6V0hZONWfpYVN/h1Uheq0NgV98Xp/Nu4V896pyaliseckSBK02nmff6YFybDOekmsA4Rr52FTa2AhvMjolW+NqekLamgp/IuP3G1ISjkVxY87IMI+miSTm0wij45+7iJeUfZfXkPjxRw+VqN6MixR5W0XYBjHty9PwQxK7q1ptY6sOR2SYGWhI5tiLtCIc3748tTm5Ve7PQ8jF+rQK9jmRVriF6aHmq/RQ0f4eqhkZOh7bZcnHWKxVLceiN7NHJsGxxKBXO+9sG3jQcJuxu46p2VWakW0vwK7Kfd4qQ7xZ4sHOAZnUgqUKmoIDP88ksmXm6jr7PL8I2gEeMVXa9/gJT0FmVVJgNyLa6+9K5RtiDqAdO3ItpmnLbkweINx6x+M977aL61bY5U9JW6CrtTNVyBQWuUFH9uMhbco6WcGtploWiXEqQzP5W+x39j2eQ8EDAClsWFd4u+hGKvlnpPQE8YLOpHt+H/D1VPdOYhZqbr+t/vTfUSD3AFCO7aFg3M3mFh+NzX2BJE9KMhfSTOr7uIVD4nj291gBlAeXmjfa0DaLMGa2DViWCIeWWKGlWGvtWhS5a3sQ9qR7lneZt/Of7VZiBevgWSvY0PW/n5F7B+VtL8Cuy8O8VVq/+8lnbZ7Mp6UEgh0NJlJkN3w2mLgbkgse3m22hVYn0Mz/HmE7ap5CFFIi7xcJPkc5d/krtVQRNXPfM2u5BbZ8RmLEPe97XLYOWFiCl+O6zSSRW/nTalRG2sipGYmetyGl0NanQbP5hJTCiG2bqM/ohRCdsCnktjQVkQbEC1u0y9e0KsyMyzIv4RvLG+FmdgIGhkIEsVKebMtexwNN9AzvxssDisc1tDzt2K91V1oRv+mT48jiK2rv8POB9a6Vh2uxbRsbc6YecsOu+/k6GwnkUXu32tYf5qL3e6251bRvTTT0C5y3vQB7JvcJIek6P3H61IfMtWusd0FNqJhKmiic1HZjb6lDH+3ue8x9/6XgXRGHikgumETvGAJ45Ebo1ZzRot4SrmzejLqbmqFIazT0Ga33TyUO/GYX5UXKXy6ouZcUNytfFmqqHhn4Xgo0fnzwpEjVtOWuaD2P2p+oX1vl8bwRvH6IiWIRkGi7LHJ+rbAxeVoMx1v1btsn3PAoHBF8+bnG86hR+7Kkk3d0OPJaAI7XmjaS2oipuafFqRQLLvqOSKDywuRQoPBRiUngYq+fWi4FzJOSr4vedHlM2hxPJXmmhHPYj++S8XiH5csA1kWSj4cyNGaAXvez/ltobJbv7e6vga2eA5yPk2HTzRiNDnTvGyPFX7HXbUBjhHwcCWSlcTdGo7chj1fj0w3QOBMPAvh58/3XI8W3sXE/znZtchc0RsX15rkWnDcB8HkA/6x7Vl8ikFJBWQp8S8DGvL3ZDs9B3p4+No1PguHA1a9BDNQcGiOGYd0JNvVxcAjSZdLw7QmsJ12eN94J48zcCuAsRiMAeI15zhQ6VmwiCHAZCuwbkiywkOkKpDLbsu/rPttE8O6SuffHUAcpAnmbMHbPcwF8BsBLzbMYJ+VKd699lm//KEVzptUfP4vR6Le7/9+MNBZ/EqPRp6Eg9RUAv4w87szQ1Hc925Pt8AIANwG4F+WaAaQxOgXwX6BAy+dBx87noHPY3sOYVDYRjHp9UJ51JMDonaYMrwLwym4N2Y80v1e6dzBdAeCdGI3eBZH7MBq9BcDLzO8efM3v+tISdM37EcRjGLAxbtrpAWjdGF/r3i7z8291z+F7nw2e8bzu7wpy4P2vYjS6BboW+ZhOPi0DuKOb7yvQfrFtu/1pu6WhXZeTdG6BRW1ga7o3OrGvSbKTe+2HPTn6+ClWCj5nnsHTFs0i/L8G1iNYMPqN+bSRyC2OYiaKh3hccs0FVYTeZGBPZKtBW9h62cyT9DwnkgNBe3rTl8+rwT21fKTRpvPmiZTMpt5c0TrNz6ON8deOzXunwXtFFtMQLNIGfkz2mUiicvm62NM6T5TUlvhx2We6sVqdR4N392kmqClomWNqINetbOeJ+z9qR4tdOyrAU+73x6SOU/Kuvl7T9neSNA/UnHjzLTUxXhvqNUf29yGA11p+tNIOrdwPEI1M4+m7sSj43LddxGTLceHnRI1DKGIo5l7iTes7AltyyWhGRiOcgbpN+vSkCP6HAQ+gNuSlSNEiKR0/gDy67FkTsfRmAA9C5D6oNGojpf411J2PUu0agF/q7nkYeqq7BnpyfR30JHIfNMLuO5BOb8vIJeM1qFvkfV3ZD6PuTnsF1IWtlc4CuBbxKfAF7rt9UI2IvVa6ej2NdBL6ePA8PjNKdLe9Sz+NDnffq/tnnL4H6XT37u79PM2Ke5d0f7+38iybpgB+AotH6PVpGdrnLKu4Z08Ru0QLdNzdDz0dHQDwBQAvR/1U70+Gr4COWekyT84zAM9AtQqAnobnTRsA/nP3/3cgPh2je9fZrux/BEaebmsmZlD38RuR14naOqCMhDwCQE0gXWSnAD4C1fz9inun1eAIgC8D+EOoC/S/CcrUp5mYQMf/HY1r3oHUj88H8I97nllLkWswoPPgNujc8FF1k8ZU2+kktE0ibeIzUM1BlKyr73MAvMT9/o7u2dQmUyto28+WeR+Sa7cfvynarmpLAeAXAHxTpWy1tAHg9zFfBGyrmalpwm0dTyBpUt6CXMvDxKjnE/f9O6Du32+DuhEvI9b8AKpt/v8AvLB7L7WZSyijlp93S74Gf7v8xXgED9sjN5u2XdNwkXJLwJUceBSBg3iKj9wfrT3PIqv96XLVfV/Ddhwzz+BJLte69GMiZufLpWXzJzHPkFnDCDB717PWe6OTVnLXk6qGKKJi959ps7a/UztF++5RSScPD5a0rsHRSXgafBfllgfChchnKuViXa0tOTpV9dWFQFI77nz/Rf3Rl4+b+dMC1ObzJM2n2pirjbNWmdM4jPBGbbzVkGcPa+fUHhdinPi2PGXKSprxWrsSZG6xRJEGh23vsQ6RRi2692TQ3n1eawTg1zRK+em+jb3pGzfzgs/r2tpyTJHNdlGgsmfDtWvYoqD5894+rcsuyh693ULCDhFGuIhH7oRe9dfn0VJb1IayJnoBhAJQ5G9ugYDRsyz1tDUt2Yi8BNDyc61cQ0GL1nzEv9FiYcvf2jxrgoN9Z+T1YZ9pPYJs9NXIJDPvpN4qz5m+dvXfnZHYs2gidaCnVZ/T7BPR5A+NP9M3NsaVNm7de1qSaaDV5319ErlJW9BmfvAoQdfzvm/I3CbHzVDBbJ48EeDpxm8UuvqB8GksRNd6l2p6Z3mzZc1jzq4HPrhcrQ0ZzC8yC027d+fxrJJ3lgfURgBRX595GZhj03wp+LXMdKcG9nEUd8vzOkVtZJ9h14HzTMytV18WRrayoq2GTh3jiW6iUON+Mk7PD5BcYo24IPoCOlnSpsjrIHbx0sHobY8iiXo696CJTw7rop4S9YZqZ68tmIriII5LGQzPbgbRJLKThZtHVL+h2SPYa6Ro8+aZe/bQe4YKpa0FsWUrjzaGxyUmjItcFOfFwgzVKETXRNFzN9svkYDOEzHn1sGg3uTK8fT2fXU/J3EU5Xn7flHBtq/NqI2oYSryA9X848AfoCJ8k50n1PB6LxqrXYnWBM/hYX8rOTnk/GHSurxy416rtLcnWBziobQmtVgwpRaMWBnuBeQ46dOW0LvuYLH+p3fVDhGPS44l9FrBAwIcar3+sjCylRVtNXQCukUToM81zJKKWVV5FONlnlDXnJxeavcB7aj1iCZNKQToPYeCukrwDKpfh6jEW2ydlvinjxPEv6fvNDkkR/0w5HlDTkd9ZGY+TyUGP/r8xQHX8KTltXHRSZ2LeT2AlvZFFLSv1SbenXDIhszruRh6ltlF+4LZgnJbY5LzwYOp5+UW4Zj2G6UPI99Xrxp3TUswfUhKAi2faS47Fjz7aDgehrvH27EYCS8kJrMm0jXJDymexXTS/e4PbzzJtzR3Oag0d6O2TgDnguecrNxrBYc/dPdYYcoftCKTDOehd+v2guLnJR3w2LYTc28ZALQdP8xrhE8LTaIyYI/04+MC5Av+gp2Smw1dajP8BJg2/ueAiCjJveBRUzXW2DdrC0yiyi4HO+/z7IaexW+IZoAI7kNSt3N/VYZpfEi0Zc1hPsLuYYkXiGiR+0rlPdH7rTBEzciQU98iCPuoTENOV0PrYrOelEp1eqsdWiEKIjPF5yQJGhNpaw3IyDukzawQP6QvhmrtqE2rmVzsddQYRr8xYnCfB5Yl37KBKPsEeL7HCjC+HaLDkH3vQxKbI3yumZxXq2vmfJ4pnMteyOdaREHjnMRBOMnibFlMrXegJwBrsQ0TFxNhoLzmu1yf621hGbJrax3XfXsArJV1JnVKd44/KwTVhNaERUplPS66JnhG3KjcBwftkbVxsoX5kvGmgQb1Cr1pAJxGjq4/a65dgnos8DcgeWOQs4MIZXrUTKG+5WzfGRStfQLKFQHz/WeggeGeQs7jMUHivLDcAIAiq6V737GgThsAyGdgy3QdRqODUG+C/4AY1S9d/nfdM1agXkFvRMmFge63afC9TVOoF8JzoF4Cr4NHwaeAT69w9+6vPNtzYQAlslyQOCcEid/kAWhf/CryAF7ee+OGRp2AuD1smnbvA9ocMuL+9gX3Qvfc90DH01Xut+jeKXRcjAueHE0riLkm/ha5J1UNVT+Deiu9C8ArUXK8+LQE7dsVlG34NJIXCb1jvhmocuHYtAHtX3rk/EtrzJYcAAAgAElEQVSop1J03RjAOytl+zCUu+IAlLuixa9yJXRMPwDgTUj8JX1l/VOod8Qd0PXGexz9JdrBAP85NFBk5O0iUG6Qe0GvOk1swynUO6OW9iPNH/vMKYA/APAV6Nr5FNQ75wtQL6Mp0jhm0Ejbv9/h3sOgeq+EesrdDm1LegduuDJc0b2X65rnBXot1PvwCqT56XmOWI9zriwnEKfbkdZy7gN8tv0r0P5iwLqroGvIOtL+wjRC8hIiRxR5W8hzEgW85L1MSwDuxGikXoXa1/SiPADgY0H9bXrD+evbe+QFT5eMMCIt16QRDiAnC3u++XUGdbN9GIyaq4vHjUjujsvQTrwLGnnVRmHkpH83kkshnzuDTs4bu3s/CB28j3XXA0kYsIIKB9U+6EbBiWnJqXSTV2IwRrU9aMrU2igm0MX3YygjdtZSbWPmgsa2Wu+eL0gbgneDs/dFwsgUwxMFAusGfVO30QAp2mYUoTZKAiVr+w1oG7XIhkbQaLwnAayi7h67ZK73Zd+Abuz++w9BXb8j90CfPg7gd6FtfRNSnWcYjd7WLWBjxIR5+5CvE7WxkPpSBeTXohSia9f7sfN1KCMFAyqktAjyZlA3ZyC5gl6HXBgRqPB/N5Sc70EAr3bPmQLYb8akb38+Z2Tyz0PnOYn4fhK5YPEEgK8F8E/Md/8jtD8A4EdR9iWpArywCaTNrJZGUNfOk/ppdADJJRTISbMi9/gxULiTs84vh46Vu1AKw16AGZJ4MLkFOm48kZpPTyEdmnzipm8JFv2mzu/swUf73Cdtt9f5b5HX0a4vdo4vAfg2aFv9GnSPeD3y+f5qjEbXQfeWh5DWkzjKcSo/hTCOA0toligldD78L6j3yYP8p7lHXoy03eaTbc+5GaKm6kxeB0mdXUPrezIl/vURUifuunY03pzu16rcqDociw8Wl+6d1/4r7l19uUUA5nEEVgV+sFLGFvbgTPe+Ie61bFevPqaLnH/n0PpGZHe1fHSTfdAak31uvMmEkMa6V/uvu985F+hiPgTjdEracyMqu+37iMrb92PtN4YlYF8fkRKwaE0hJVFVquea5ADfmsmp5j1DwPjhoJ1pkvJq8yiqsM0EN0Y4oyFePjTn1upizUzew6jVLwRvD10nIrPzo5KvWYcHPs+aXfvGGs1AkfnItpMFt1osx6EBZZqnH2rzIzI/jaXE0vC6iCCzL4YYCf9SUFNZcN+8APmS0YyEKT+NC+qnOBLRrHSf9wXXUkK1zyFRFyX//dDTBE+mXuWXTBdJyh1DTy3vBvDDSKrJJwF8o3nOy5GIvXgP0xjxqZdJTLk9AZEgPrHTVDWDqmlte/B7toH9bYJEs7yC0eh6JJI3anhaffFV5OYlTxs+haqMaVqQ7nv7vCXzDN7v6/hVAIeRKN/tqUY1T6ldqZaN0uu6cXYWw2jmAWSn7hZ5GVXRNrE+EwAfQH7qXQnKeQVIa63X5Sdk7Z+XoZ2uNc+P5kaU0ilUtVS3oH6Ca7Xb15trlPI6paugauh/j2RKeDe8FoCq7WS+uho5sZSfA08h1tA8DF1P/HiYghqK3KxQ04jZdCeU3C0yGXoTyt9ACa/4/Al03HGNs+Eb7DOugqrqXwgdDwxpYbWHV7j3jaCnfp+i9YLX++9f2JWRVPgnkdPk1xLXTa4z7Pso/QSAn4H2KzU4JPljeIIPAfgwcoK3OzEa3YZ8jkeptn7YNIOOqRUoFfw7gmuuhK7pa0gasUPdbytI9O1nu2d4bR3r4ufezUjaOr8v7Kh0aQsjdTs5GS85yKkuPwtVJdLMACRVGVAOSk4WYkbGSBsCn0v2x/ciCS8vhdqy7cLwSWdyuRYl8+Q9AN6aDbi0wNKE9FOIN4spgF+Hmh5uRprw9yO3Cz8Hat/9R6YeZDtkPe/vPh80z3kEurF/PZQtFNAJTvPTq5FYWq9GPGEB4L93n71pZQTgd6BtxPa8FvkivARlQLT2ZJ/+CYC7oWaW/VB7MoVBjoUVaLu+EXUTzDI01sjDKDeCWhqi5hbEi7AgsfTeBuAajEbcgCOBaARrcy7TkFg0FAKuQRJs++qQMD86Rq9Bbiob0gY1rA/TEoAfhI4tmuuexGiEoq5pnpwF8G8RmyeYnoc8/VcAvwidX5FgSuH3dFDWPsHtGsR2fJ9G0PkDqBDNQ8pbkNY4y/7skxUsEpZBBZLrUbIqb0Va6t71PdA153cA/BWAb22Uk+k3oXFc7uw+18zExCbdhmRefw4U3/JGaJ3IJGuFIG0DNXXzXmt+nwH4BIDvq7yXifP055H2gigRW8b1xgoOdj0/BB1jvn24J3lB7sHwkLET03arZnaAicarzSy3hSWUsaGk1yV3TYu8b0qyr/ydVJtRfVvz5vF+84cr11l1XfSuFrKbKkCLes9dz/R5Q2LYWFIpi44fYqKgmrvPO6cvH6m05yKeMd6lzvrqs137TBk0qQzhLdhsjrg7SBplPb6slw95H2iasCaUPgI0qvmtKSRq54mU5HSWc8GWf2g/PSGxd0PLzMfy1kj4ov6ZiqrFjwV1mJpneBd17y7c8nrp45Xpy32EXlOJ26X2Tsvua01OkXfHPJnmnYgvZMi9vozWhBHdY01QrfXPs1JPJOZesRwddj7Ns175sj4hKWZMO/aWliF6F+c3f5uJrgMll9AOzdtegG3PuS85N07v/x1xSVg7I93P7KY3kZrrXKLH5jOicNxinmWJbjxGwE/QxNJXuvb6TTPCrPCZrIN1P3vM3f+M+5xPqCTQ1Xg1Ivumd1U+I0oBb797PKi3f27Es+HLO2RBjWzL3o17CG/Ihug4+YfGNYu6+A7JFtO04f5ncEN7PYXkPs6NsZR4pqgNI6GNLt+brSPHLwUZuoT29Ufkll/LEfZIBPi0pDXE/lYbg7X3nJRS0Jmnb/nOFobIv3u95510VfX3bba/eMDb7HOOS85TEmHTrLDZx5/jWZsj7J7lELHCyTwHnZOurLZcOQ+Tf79IdChck1ggZjsksrQdnLe9ADsm50KJ1Wq0FmNuMNzI/QKUiJXy99hnknioxYvAwRYR6NhJmLQt6V1WkrfMf2QNtJEzo9OK5Sfxk+CI5LTy9pRCLUdNm+LZS2snO5bRftfHetq3KNvrnpD6IkVQmNdUWV6aiCwvKosHN0ft4e8bwlVh7x8CpPOEc+x7L2gekzo5nn3eEAbak5IiNS/aV3314oGAjJjjnvZgvWob7pA+4ndRSIMh/eGvb4GVh4JF+8YMgfMUTvuEtk9LP2dLixMpytQqb6bPRZLA7DlFrMaZfE9D+tdqjvqFAsmEk752tO0fRSnm++OwJOV781hc6fsaLfy67HANybYXYEflMsZHxGzoTyF2kE+C6w833sFsKYhriPdowJM4ih4QpUdOiZDPP+dlq51crdp+VXTjohajpl1hOVo07rzeqpLXJG3w1hPkoKSNz76TAuGq5DF8hrKs1vJMksnJas6skNrHjimiqlJvIhmSTwb9bbNtB5ZjTfL2j9hSE2FeGg/Rwsj+XUSd7t9ptRCrouPM9lUrkJ7XNtS0C4tQuFtK7AsVvK6Vz0hpHojab13aLLW276jBicZkNEf7zHCnpe2NwzHuycWsWfNzQZ96jdhUgL8f0G9rUvMEKbUWfcSOkadfnZzRv6989xAz7ESS96G/lnPe7ynDtRptFtZ+4Wob86UOYPXJAvyWoehmS+hFwOnDAH4OJQB4BiX3urXxjjFKD4xlJO+CCCRGVPxrzHdTAD8DEhopsCn3yIk8JOxnBe3R++ABKKLdek4Qqf5ejEb0BngaSuzEutg6vBsK8nqVKcc/uLoQwEUPJZsIaPsggE91db4Do9E93e8vRmqfGbQvNHy31uVuU54PQwGnFrw3xMvDlvOp8+01GpFEawwF87HsfaC+m6FcEn8InCdbmgA4DgX+fnOlXI8hAX2ZBCSy0vQWAN8FHYcERN8HBdvuR8lPQz4MBRorMO8e5J4CT0LBxnd3z51A+4O/nYCSQFm+BJsmyOfFyHzeBx0/d0M5bHj/c7u6+SRIZFLes+gMcgK2azE8vRuJ0G/cjR8gn9P01phnjSRAMeJXYR1sej7iettET7Hbg98ECiq3/EX/FQqwJdGWIHmLWG8MzgtPqubLSWI0ktlFgP8/gpK3rSB5fbBdV6FcLzZFHkpLSER3UfoLKLcPn3+yuCJf2w6j7ZVDACoAfH9XFnKn7O/KTF6mtJ7WktaVQNefRH3ceI8vm26EehjZMUE+mJMY5gkTkdUBWt+fBOtJp4idlLZbGtpROQ757DUOPKFbqZNcHz4IUslpkKRXT3EcmWGYj7qyTbvTgY+jkAdAatfVnxxYBoIYvR+7NSXRzu5PFYeCclhTV+tUYPM4KF+UrcbGa2nIk2GBmUM0JZGGwGuX5o1qazPVtBH+h+8nD0pM313nK9A+yPu5pZk6I+Vp12tUSgr5xThTbHv6vmIcEmq6qDWJNI3z9l9tPvk+jcIqeKxS6x08eXoKcp7mW+Nh0bFkn+81Q4wJUwZE7Nd02GdHGDBqIT2PTQSA9uY/rpWtKL1RJjaJWlOamSMzeKTR49iiFtGOq/JZ866n+X0Rrf/QMct9pK1hj9/Ltc6vm96MlnCFOyhf1ozkaYycB2AZerJ9G9KpIqLf/luo+93roKfx3D2rpN/ej5zH4zPd/w8gSeNR2SxXyHcD+ChGI0ryY8znT76CXDNB6X8MdVH0tOw3mHfzPssOOTH1vQvK7/Ag1DXwJNKp6b3oP23eCj3ht042iTFR2/dO5FqaV0FPcnSLZhn6OGX8ieIdAP51V+YNjEZvh7o1L5qWoe17C+J24En4dVAtwi+BbIqJ1nsFMZ/HBEr5f8Bcdwp111D/feR6PEXOkrsC7cd19FO+R+ke5FqqZahr5xSqrSDfwzLm02Qx/cfu7481yvZjUM2OAJhgNHoIwHe6a0YoXXgFdbfjKcjpolqWN0A1qE9DXfVr5RmhbPcPI2kXLfdP1D907/aaIbIeHwA1g2TbTcyz/9w8I0oci3nYBgAYjbxm6SCUZRRQVtHru7p/EsCLzDN/Hap541pQe7fXZN7qft8H5aV5k6E+IG+U1TqLqYtd123iPFw57/adqBRSHYelO4LnR31MfpLfBfA56PpF7eaTUK2Nr3Occr6sdej+czuUzdZyXTEJEvvxzknbLQ3tuFx6z1iNyHGJT0V1qbN0r7Xhqa33CkGqEU7Agk3ticbagIdL76lc9vRA230NTEgwp7Wz22i6G1K6SXrsSsSEeFziAHl9J9x0mslP6vYUoODg9P51KU8JfTkClg7xeiFIMLr2cRmGxYgAyTyZRteuub++nn/faNeaFoLjkgzFLQ1hlOdpa+Idhl4f1cFq5zaDGZo3b7h323bq04z4chLgueGui66dhx3UztG1gfeXa0uEO4u1xdRGPCqqhRu7ezbT17Z8BMsvqrFbk3nwIbVcrqlRjlzvqSklCNtimtLeUH+vrTeBt6Sj4L5htSXt521T3vYC7MhcqjFbiH+PXs9RyyUo1nJ5eLe6k2bgRJubpZT3qs56RNa4flRlUm1Kc1RUR2ZyLXBz9IuJNydZc0kNkV+LKGrbxHsSWFCkDanN8OT+PXS/btVt0VzjtLAbx2Y3RQINWbfI1XxeIcvfWzPn0FPFlycSIG3Y85louPU+gK9/7hD6+VodGBbBhkpf9FnzjgFSAlgVO82pi/RLbUzNu9n65wxxe7b36kYv2dqRe63o934tq5myrMlnSOTwIXXj2D8i87vanpEcNDp8HfV5mPdZ5OJOYcrzuViQd59Hj+V08odMrvf24HjZTLMrkqroCNgiPXnUVh+HgqoICJsBeBvqVOxAApkKSgDnt3bPejtUjX8nUqA6qkv3I5ljCEYjK+i4t26xKnOGxLraSi/v/q509N0+Aue1SNEnWc9XQdXBtt5AUh+qqSUxPf4b5OrsdShA7kVIbUhQMZ/5emj9PwQF+fp6vAGJ1p2JalI+axF2yT9CYnIkeJERTX/ElNeCdhdJyyipt8V9JsX10MCGTFSH10w5E5RU5MtQ8Kwdv+tQkOMt3ecTUCbQqF1rQQmX0A6E10qco7d2eQLtm0XSvKanTwD4XpQm1iWoOXVe8DTvtYnj6yOIwaxDn/N6KPh3SNqA9ulNGI3eCWWK3o9krl0G8L7OLPVPg/JGJiUbVmPo/kMQswWv/zp0PboeyXR2BxKL80vRDmLJtB+6ZpTBO+dPZ1Hv63UwPIMC2q2jwIOIQzXQTMbwE7GpKDcpXQdl2WZiez8AdTygmfrssCpdxLTd0tCOziVgy0u6BBpGakvrZhaZfmpkWZbXw7qV8h6e/PpddeM6eVUmAZM8eQ/hZpDKdVQ31sBj0TN9sLzoZOFdBY9U2q0GyjsoERg0qTOjgHARh4gFv50LymHBvRZsTOBdVH+e4myuta8ddyzbVBS8aHkVNuuOa+tbA0d6TZUFOJ+TugmHp8NFtRYt4jCfFwWHzqsZ+bK0T8QEJR6Wkv9kqNaE9Z4X+Fl7Vq3OfA+1tNG8sSd4aj/tuD0p8ZrJ0/5QQr2ha5HNx826SEcCq52LnjmMU6SVc40R2y8PSpfmJzl3rJbZa5xswMeciLO/HKVjgv52UBY161+EvO0F2PG5HGR2MMeo5HJgjSUXRCIvCPq3R/bZiEa6rbobVh8JJqdXt7K8tKvWFjIbndZfU+M+yL0/2guUtcn7ayIT1pok27sVCmk28n0ULbJcOOzmbvE7UVtwYbNqU6rvff2J02HEWFsW9nkNo+THgw0DcFCApyvtuBV5rdImXsit9WNNaO3LrLedT33Xn6hcOxM9DFwMXElaJ/INgWODeBxLHmhNPXYccIwMFZhqwn2f8MQNKzIp+E0t8iCy+DhiIey453wkLsLX57NSP8D0tTXnvPWmq5mJuXYsdriT82uXP+R5ArPYfCLF2uzLa03P3qupxtBqhZ4aZGDHmWq2vQA7PpcdyIWw5brbAlJFbq1TqTNj1oh0lJRrsTp5TIzNdLOkAJJi1GiOTrQWGBfhC2z8HX/vqitbFLY8LRhl23LzLxeTXODwNP/+Od6N224UpyW3tx7u2i8Ct9oFw2q1ovgtq0H/EjfB+2rCa7SZsJ+2SjMSjbnjUm4kFKqGbJJ2Y+6jBK+dZinkDdmQ17qyRQRwxBltZRs9ISnEu93U/Xi0eAs7FqeSsFmrAjwStN+q1DVLfX3Agw9d7FuCyYaUYMuHinkm4Zpi+9kfUCwNgKVBOCI61zgH16SfBqA1zmxsMB5E/LMSqLYsz7wOAbU4Zfzfa8S8yzzb1GtW7TM8xcIiZZzPXfki5W0vwI7P+SDzJ9ISlZw2oRqHxFjKTVlPi/n7WqaN+vuH16sWc4e8GhE1fq1eE0knUD/Zj7p3+vflwkS6jsDVI5IWZn9qaMdcqJ9WqNnwmhA+32oqfD0pVEQAUg/284KsBTNOpe5B1Hda52biv+dpqHVvlIeCX6kB8UKhNR8MMaOQ58N7BX1JkgBmhUE/5iZSnrZrOWpnW+8+YWhN2lwtUbbB2eyGXZ5Mk7Ab1bHWJ9yoo/k2pK/9Rh2NJQotkZdMGURTzs9be61d07zpwHsG2gOZN3HOy15s28lrcHw7W42inzvzHfbyddOCSXmwq2tG8nU/MnPzfwvOnV+7sajm5yLkbS/Arsh1qujIzGAHVKRmt9Tv9vTEeAp+Mtp7o2Ba82tHStNT7TTjN5tFVNr0sOFEja5JtPOlNsO6QPtF1GogDmff5/WMNAukJo/UzbV6PiZtT4RHJdciWY8l9rtdlP17Tku+8EQaND0Zp3HJDanPNftM935/0pXunj433RNSCqeRV9eQHGkl7GnZqtijjeiclKdHjmOvGYiEyqH5v0mKvzTPfeWpNx+PPJlGQsDFysR6eBMGN06uS626+w3Vrxl+bbTzNDKbRHPECnaHRefYIpoSejZFQp/V1NnfNqN5tpptO/+57nsTso+4O3VltGb+dbF7xiJl3IH5sjfNsHRz5XuPvF5BSZfskfn7ANwCkbd2FO4vh0WmA79p7l8CMOk+b0A9Z94CRZAvltSb5p2mnKS9Zr66K9fZ7t2j7ntLcS1BvXyadfe/BkrgtQ4lO7KJzxlBUd/vg1LSs2x8hyXIUo8ikdWuLh9DTkI3haU7VpT5HSg9k0hNfiuSZ9IbkJOJ+Xo+COC2Rp1v6PKbu3tJ087nnARwP5SsiUh5vmfa/f5Nrn3YB0TpjwDcjdHouVCE/Ckkgq2fRd1D4euh4yYayyOoJ5L32LHpa019Iq+uX23cG73Pe5IpuVoiDSOJE70cmARKEvgUkpcS6f5n5poZlEQNUMKxRdJzoGNn1riG45xzGKh5ZHgiLeCIvwKxF0ot9c1DtskpqDeaJVqkp9sPms8Md/E3yD2DIrI1oKRJH0Pneendl1O1H0IepoFrAMNi3A/1CLGeJHzWPxtQ7ygtQcn1Ig+ul3T/P4C0TmwAONGVdYw+0rOS2PKTHSU91xzW7QSAn+7uehlwPjyEXQ88sZ79bRnAn0I9GZcB/Ern2fhAbxl3etpuaWhX5FL9mDxaYoxCFNLa5jVzvT8derMC7bprkmsJkl1zqOqtBK9S+xABQknLTa2Ff3dLRX5EylNtZAo46Z5D9bvFbUSaEav2roFII3us12pEpjHWjyYJot5X3TUzqZ+4a2aPCPjKU0/Lbh8F2vMn2D7N1UTUDFL7/agAX2z8PpYogGFqv5ZqufbZ5lXzPH/C9toc3wfW9OXrtFkui75sw9SXoMF4DnK98BrXh0TH2pGgvaIcBQfk2POee/x9XXIMlG1Tj23hOlbTRNTM1O21KH++neM2pIYPKRFpLBfRkNTyqit/hB9rAUZzHEfdNOXp8TluI+3tUI1eDsJtjblan+yAvO0F2DU5CtlcDsJVc02LedGqpCO1of0/AjJRxWoXjhLQ1LZZEyg5NDS592CYSOma/Ljkrrp+QtpM0Kv3LuDCZM02Vm3v6+efXwd21dTIZZydPOZGfO+x4D6bI6+gsZTC4BAhgptczZvJjxtbj0nlt2hMRt9NpRyHrbbhe9ckbWR9Zhzv0eCF/1M999ITzc8lGzp+q7xm+r3pajnetI4I8IyooEiT0jkpI91G/e09XU5KzNBbW1PsdwnvlAtWLRP1YmaM9A6ugVGsLg88jQ5p3mS9mfyYK1vNY69vXSEWyH5nXd8jIdCTNXJMezfwVo7dk1v7ww7L216AXZNjzwxvt7aDw54kI+wIJ1vkKcBNiqdxe4LIkdA1d626tF5j6uvLJ6UURrxWI7KTe5dWTjRrL+XCZNtzGDirhRmp96GltK8JTDU8UHRvhO2ImDftOOAG0Be63rsH8rQfPdsj+SkUD6Ftn+eU6TeviD3XgiuHAC3t2PULeZ8wZcHN7A+yCtcYOTd7qqagRi1gPVhcGkN+rkYu+0P7Zyx1TZ99T02LyfHitY0c0xbsbfuCQt/WbWyxt02EZyGGhf3Zp4GeZ4xbzUjN05B9lvdvvDb4OWH7eiqqIbFBQ60m1h7Oor6z2BIx11pMV3t/2IF52wuwa3L99McB0IfKP+MG0SmJ3fMS4FMkOkF4ohyL3h4ipPAZPjLkTFR9W6uHL6s3ReQ0+Kl8dqPnhIsjG18MUp62tsjX3bsd+3vtwm3vs66uLU3GcWlzZtAc6E9dtt+94OpPWs/KYlGGa2Wy2jnrbu3Hkr2HJG21scUN05o8hppXPFAy4sCItAV92WtAIpOILf+zwTsOBuPHHgbmcSuOhCkKanncl9isHPUnhQur7Y1CPHiTydaq/OsaTqtRm0gCkNu2oJdaSwPGenpNyiOiGqkjrn8iQYSHqLh/y7XBuq1Tu+kFFt/W3ptoIjp3ub9QwPZr97TrY9sGh4Mxd1kzsidy3TPDDoLNZhJCeY2BN8f4zce6q/rr/Um+5j62JvkGak+TdI9sTfS+k6CdICVqvazf1qPEI9tpewF6LJy86TlRqG8yUFo7eB/TZC2TudETqFkVdiS4WgGGC9q87/6zyvd2k6Zw5De/SFMUaeFOSekBRBzU0PgpQ8xpHPvzcopYIenzA649HfSf1dzZA0U0dvpynzZn3bzPfk+BoiUM1lxf6Vo7jAF00ZzM4Nx82X9eIPFaLr/ReyGPnmLWDMKDJDXXHHN+vfIsw76/jjXWGT/nV8UeJuPxaCkHrNBv51BNm8YDSDkvLmNG9mDWTo3stH5gMA9VBftATxQw7GTxi5e1/VrWT2+WqWkB7GTzdN4Tmc+lsSaMxFJ5LIz4TWRr1Ykx82UrojDbyKuwfcRlf71I2U9+k5onW5fAGMxbLnIR8dxWCcy2rmuSMFJ9z68Jsh6zRBW9r0ME6KOQbPsyEozOyTB8gecdodA+VGjwG5DfIIhtiQ4DQ8xRQ8oRmW+ocfLfe8EywmZw7Fy4U3VpArea3ggzQqHECov+IHZUkhDi52M0vuyByJrFW20eab54GPBr/2nJzSgekM6DaO1gFPVZNJem5nk71iQT5W0vwK7LpU21dYKLFs/oOk56ewqITpf+2bRbe9tuzbZpN2QulJz0kbfGPAjvkrwstVekjcjNNDXCpK3rszYgLdd82U3JmkZqHCReTcps1bS2TefBK8wkMb7651NFH42LvrG4mbwhpdnOnjz9u+bVSHBTsgBYntCpSYlMYxxrNcbiees57z3RabqljYhwIH0CR1+ZOBbtd554kFglb+JtbYZbf0BIZfKHJG+qjjzQfFt5PpIalqtmIjlq7vVcQTWMVk3DGnkoesHPHh4jjqlFMmEDF86kdgHzthdgV+YSx2EHhI2F4U+kREg/LmljsmpHDsx51bcczM8G7xTJycRs2XiyrQWuija/Vtmo/hwa0KmltVkcqV++qzbJLQKd2gdLymQndSsUPE0hLeFtIsBTEnuG9OGNvEYk6pshuXbPVGLhM8q0W0cmCduOR1nbtQMAACAASURBVE2umfjs+yOthBU6LAYk2mjIgDsvNiRq73nn31ZlEmK1rhnST15be7gy5w507zstCcBJ99MI93MhNSPn3LusQBCZlKODHmkBavPpaOOZ1vMs8kqMNNMWxG3XGK4rR6UkMrQCke+PSKtHwT8Shji/7Bw5Li1c3g7O216AXZvr9nkPVIqAolZq9Rvfqiy20XBgEp1tfzsm9Q2ZwKyDEkehXeS0xkk/XCovF6Stm0B1zYjnMbGodts/EbhuaFvMayKJ8CXWK4Ub7lad9P9Q6poL3++PSz0CccTZMq/Hlh+TkTDcJxQuyhTcav/N5KH9xJN9H53/Q10btJ5rPa6sxsCacSPqgVWJtQCxGXYrc2xC4uHN168m3Lbm2VTSwaPlks/n1Ji1RUoB2bavxXbxsNrPVxKbiimMWK8b2ydWY+vNt6UZ6kL23xbkbS/ArsxtIKjlxqhJ4RPzOzc8+3kRYSRSXdsy9YEM16XEw8xET0l+gvAkW9toz4h3MxsinOSLxNbaPONFoQYinJlyHwrqX8MJTQX4h+A7r0XYjFvpQYkjAHNctZ5dU79HIFy7CBIfEm1UijdK7VzDJc2Tqa2LPGr6hIU+7V0rn6q00bzZcqsMrb91La0JcNSStdqA2IMcdFqe3I8FZfPjNMfjXMhcF8KivozI7Po0WhavM0RItsJ1zdWXbWnpFGwICM4ZrpOrQb0jHFrfmMm1NwnLaE3Lfi3f8cLIZTr4xdIKcspy6f5OoVTllvr4AEoq5SUArwDwb5Eo3z/Q/TaGUirv655LeugWRTSpwpfM5wmAvwLwGJRmfKUrH58T0SI/3303AvBClNTEo+B/m55vvr8KwD0AfrirU6JqB3IaZaVjfhMiOunNJpH7MBqxHc4CuAXAjyC1mU2kK2e5NpAo5zdQp06fAvga/2YAf4Kc5n3S/fWU6H1pBuCNUAp7/z0pyVup9rtU3vU/I43rvwDwnSj7ewTgGfN5jEQJPu1+3xe8r0bnLQDe3/XXLUjU+X11ANL4Znv8OeqhHKL0FIAXDLiO7UWa/oi+exR830q3mbnwrwD8PMqwD2zL2jO/AKVzfx90XK9DKc1XAFzdlZXpOdA2smPwFPJx+gmIvHVg+TebSMXu6yfI1611AO/u8j0AXttdzznFkAWkWX+o+/61yEMl3Nf9vRG6Ftt1QADs7/qDYQlsWAemGew6pXT/dyCN931IazMA3IPR6BRE9N3p+c8xz+WcqfXxDNrH70JO/27n5hQaVuM7kdbSByrP2zHpsjCyWBojX3CBFD9m7K5dQbyA324+74Muum8B8B6kmBUcQHcAuKb7/0eRFpApgNMA/qn5bh0q2JyAxrJ5SXfPR1Au5DOkhXUZaSGeAngSwLWm7Oegk4ZJkE/gDQBnAHyj+34JacFgXJMVaOwGO9nXobFOUuyOrY61kMc9uQp5bBhuKkvA+Xg9Z7t73g6NvbLUff9c5AukAPg9aPu8zL11GcCHATwKXWz/AcAvIRYq+tISgFf6WgH4HDRmx5DYQdGC+p+h8VuskMm1gc+82d1j+/gOjEa/D5H7kMcDAnSD/zkkYdnOlyjNANzbCY7coKwgWBPgPg4do69CEkh+C8BnXd1qaQaN9+G/i4RVbpBXVn4H5l9bzyHNhVosmL70DUjtDmi7UTDhBs3n3gqdcx+Hjtv3Qw8tH8PF3sCSEPZ2aPyWq6FxlihQ3QVdL6+FCqpcF34co9FBaGymB5EOXTxsALoOvgGlgMPfTkPnj223UfeMFZSxxnj/BnSd7YsJY8eHxh/TsQ1ojLCrKmWrpQ2UgsgK0ngTAA+5w9fWr6UXIm23ambX5tIUU/6frlvEmyDiBqlhUPi/5fLw5p4I8GfBmeKeE31nP5+RXB1PG2mkQqYtfxgx24XtN98ulmPhkJSRfL3pjJ5Kvo7rEkdhJc7BtksEwPN9M8948bkPLEpcxVQS/4Hnc7AulkNMF2ek9EDwHmI1t8rPuzonm33u4RDZ+mm68HZ7O38WxYEc6crqPZZoxtoqoCuxZlvp8WSf3RoLUQyni+eBUa5vEdlj65q+7+18sF6EHmMxlpKkrOZJwzHXClFR86SyuMIWCNd/T2Bq5K1I0xCv3xWAVZ+3vQB7KtcnB8mE5tlkohgH1iUsmiB+QtpBHaGxiW/xGAj+tiYxNoS/Rxwi0cbGzd7bscvN48L3URtQFseU8OC0KJ4PN1ov6ERtL8H9Ptc2kTXpF24JSo24K7x7trVrk0zP0+sP9VCJcCWlIJq7dkftE3tulIL9RBTTFDFhWhyW7fM+QdDPwRanzMTl6BnRISDq60cGlCe6t89TyZbNl3EtbOeLmYd40dXZpMt76xgPgr8joS86YHCc1MaL9YT03jd+DbR94WkU7PixvEElEWA8HyzrshWmdhXHiMhlzMjiqQwZDeRqvX0A3onR6F1QlRkA/F8oVXLMVhU4RW7ysWG5H+jyHdBQ9bRPzqDqTJwPew28Dbn9+I+han6W4S1QdWYUzt2Wj2YLvudtqKkBY2zGjV3Zbujq+RaMRiegquELZ5bxSfvsXmh7zAD8MoCnu9+o7n0YSZ09AvAvoGYWmh7ejBgvstzd+0ok891nAHw3YpW7Hwf28xRq/z8F4Ougtl9e9ztdeW4H8LrKs7+n+zsD8NcAXuzea1XH3q792u76EZLpDAD+dVevlrnjyq6MFrtENft+sI+1H+6Hmn58+0yg46s2FizuYRmKq7i3m1/7oWPuOgD/G1R1PQPwM1CzxAp0XtyBFKLeJm8eWUYyL3lsiMcYDDWL/R6AA8hxNMvI+yi6bwrgN5CbE9ah4/le1HENvwE18T4MbW9rxvrABZ9z/WmMhHdaAvDmbm1I4yVdw7H7aoxG4+Det0DNesSN2LQEbYPnIuFLaLragJqlLeboCuQ4PAAZhs/+lkzPmvYjmcZ43wS63tH09SakNT2fH2rCPonU1zVT0ApSvxNrwnqdDa7f2Wm7paFdmXOJNFGX192sai57Nly2PZlGqr9SdVq6vY0lNzF47ozDkvvh107nno0xjwjZb6JaleSC2neKL+t74frNnqSsCcGfYDz1NynFI5ZW5qlph0i9LI17qfYfYhIhSt+Gge8jyBuSa66SXjvXyuuSTDuxG2Pp+hu5VtcCHdbK4c1B8xBU+eu+XPnelnWR9k11S+tBq02/6vqX5tda9HA7X6kxsq66NCu0NZEX20yj7/RaiVzjEJva2JYRU2/UnnaM9IXPaLGveg8pb+a1z7L352borWjnfBzbcbkrNSPbXoBdmctFMamVy4WB5hYvjCR77SIDM8aieLu7nXx91Ma2XJaN0Zth7ASgycC+YxHWylLVeWH6zS44rbD2vg5HGtfPmuVPm8dYlPSs1RZkzV1ks3tI2htliw20lhnrJDL5+efRpNWOYxKbHYe5IcabUo2TxOex5OabCCsVZZrfqD4/Jv3EZK1nHWrUpTUGS7fQsm08t0iN8jw6SLA9aJaoc2JsdS7XRsurw0NQZO6Kxo6PqcV2t2Mkcsf1wknNNEmTCA8FliTRm1rYnhfODF03i1/GjFwSuVxIckm0xEJQK9FvBxz+/pbvu0gCKIoMZ5WkXbUeYKlOGLTIZmfzxQKwWkxBbTOw9fh0T9sR5KjcGOW7zrk6ttqgxa/Ryh6v0uKAoRD55QHPXTV1GYJ74kZWp6KOQaZlrKJ6/3n8x3FJQSPt5lNrJzFlHCJUWIEsihs1Tz8RoDhUEPLlqNN7l8LIalC+o0E/sB1r5b0YhwTPgWTnJTU6vowRnoNspRRIrKbZa6CJl4uJFuv9s2b63oYgiHB9F16oK7W9OYZqF+VtL8CuzbVw92lxHUtaKLlIrEk6PS4WNyA2BQ1lI/TXjSXR19fUjamM5eT1OdqorFmIoK96zIjt68NanfpO3D60vAVTHnJtPu2uf6byXAoRY5kvGjQXV0+p7YHJM9GQ6asy7GTuBeyW5ssKv/YkWkZgzk+jB9yz22yf6cRvI7GSudia3R5qlJXl7RPmrQnWE/LxxP6QqftWedfU+iMGTKax5kGR/hmWFt4Lr7X3XvhDQll2y7JrmUbHokJ0K/ZQyzRCAY3rjT9YUdtSmxuzrmy2rAxQaQVsHydssfarabHKa2JowIXsswuQt70AuzqXi+qRYKL4RcGGhR8+cNK7oskQ0bhL8B1xHPzrT+2WdnhNShbVPuyA/+2EJK0QhTMf4XUiPurmxe1Dr46dNzZJSb2fnh2FZB+aGQMm8tzxbV6Lytrqq6PSppW37rI0M7Y0DtYV2Lu95t4x+QJq1dqlcJ/3Va09axFn+8ZnrT9p0qkJ4RNJQfv8ePfP+7sF+79vbEQuuTz0RNijDdOfHsfUEkovvJtorEmOXLRrMYmicnthMtJme5dYkXRgrD2TWjiPPUvYt0j7N19bUJNjD7H5WlzeU0IDLmSfXYC87QXY1TlfQIeo/Pl52jtwSqk4io9CFWBfrAW+p3VqjzZhfzrx6tRW5unMUy9TzWnd0Cw48MJK9aW2J+JTWVSAEFGBzqqFeRJ7PBgLQ9uw9rsFIp+TutlhKvGm2NKq2eCKvo/8tcRUUCCKrjnkxp5Xa7cX0/pplery6L02k9o8ClTosw/pEIWEj8ySx2VzY2dIjrWIpTBS1r9sezt2Hqq863B17mxljrWw9nNfzB5bH+I0WgcpahO99jDiWLKZwsrx4Hl1pwN/cK23gXXV9eWK50Z+78WjSdjivO0F2LW5XBwXwUtYEFTt5Mjw6V5wOC5pc6hxIfhM+yvjstRsxczcrKxtdGg9axwSFMQ8Ir092bauz/qChR2RclOfR1PC+vmAbfPyzCySa2OgRshmcxSEywq5PEkekuQlRdPBqvnelyE/oeb9YD0X2mrmWCDgxsD7W+17REqBPtpYWM9Fgv0dlM1HDW7lFM22HNt9Wss1yU/t3nwYBSCcSK5ZmE+bW5axFGaGCjjDhZHTkgf3jALKUZMRmZypIe6bK35+5wJ3We8Ym1LvQz+WqXGst/2FFBYvQr7MM7J4WkHug07/cybStFvOBbh7lqB+4gcBvKmj0QaUJpj+48tQ7ocJEjfBOtRn3nI0DImBcSWU64RlmAL4CoDnBdeSa4TU4L8MpYqeok11LVDfealcJ4g5ANa7v1sbkyZPK0jteiWUV8RyAXwGwL9Eoh8HtL6WNn8JbY6QGj34CMAXkWj9L0RiOWZIvBjKC6M8BjV68xmA/wSNH3Rl9/mNUO4LXr8Mpc8m/wHrfQU0jkr0bPLTLCFRvAPaD+RWeCmA1yNRxZ+CUnuvYDQCEi/JnaZ+UwC/DY1PsoKYb8XSzk+h7W75dATKLfFhJBp0G+PExp7qSxw7+1GGCthsYjsLtI1PgG0D3ATl1jjXXdt65zJ0XXkQGm7iGmhspn3Qtr8Z+RrDdK/hDYo4lIbxlPjQD2mty7+rP++pQe9RyngbX2eKRO1+FxJN/ItR1pVz5o1o9yFjV9k0RbRuab25njN5XhKmMcq4TldA++V3oOO1Tj9vY6LtxrTd0tCuzaWkzVMR/fsjtSBBdtFJm0j7Gv+BpcSObL9blVueGBKcJv5ekgaFkX/ZFnQBtXV8JnimPXVfaBONt017LEDUNydE1blevU3kftROG5LAwTxN+hMXVcm19/Zlq33yJgzLpMrxEpXVmvuIUamNixr7b61sts28l0HU/iIINCQtls7YfEM3Y9/XNQ3HqiTT4ZrkmAWLhVnr6lSbwxNzrf9+iLktyh5fxTnVZw6y89i2Hf96CnT2j8elWROtrfd8GpJFTHPp3oM97dcag3ZNrZkah7R9Xz4lSeNsnRSiNbqOwynN8za0wq40vwzNlzUji6YyINhJaDTGQwAoETP6rmUtPQU9zdyMPBrvEvSEZ4O18US0DkrEeZTbH4BK3T+I+ol83hQxTNp0lfv8j7uykpHwpV0WlOyFS931Nk1h63ehkrbbHQCOgScMTZ+BMpYykF+UosivI6hWie0l5i81KbxvAg3a9sbuewHw76Cne46fGzFf4DxqIqbQIIjPQtlimQ5A67UPyhr7MFTrcIO5RroyvAaqnSODZ5TWu788SfskKBlDX4Kc5ZL3W82UDfAFpD6wQRXHKFmIu7vkkxiN3gYNZMhn2ciuer9eF0UBBoC3Io+0egsS4y6gp/KbkYKx3QM9ge9DPjaoSfkEgO8zdX8PtO/tid220yPQ/o/a1QdaY+pbu/8GGrTSRsFdMn+vAvD9yLVNdo35KFJ7Xw3gXUiBIqk1qJ3wozRGfuq3TKkcH2c79uizICOpan+sNneexHu8lmvIs6glGZquA/DT7juvnfsTKLPyk9lVaU23Af44tleQ2mkfhrf37kvbLQ3t6txnR41BTFZKp4tidDIqAzHFXgi1E28tR261Hs8wj0dJZD/1OTr5zySBPYe022K25nStt9nWTi1DM+3sEZnc2H0XtaeNeUPA2pA2/6or84YkHJAvX1/dZqKavNZ1j5uyWsC21XpN3HO8m68FuNa8JtrYkb7+bgEE0701LIBvd2qTvNeEx4+0PJFsXJ8h/Cx9eCKvZezLXw7qVRsfSduU2sp63XkvFI7V+TxtYs8sjp3ISyXSMs1D6kfNiP3OazejZ1HbvdUYL+JUkgt7XcNNnJ53GuA9bTDsLszbXoBdnWsBnIZdzwFfAywdHfQ+HZgtgJ0HWX0p+K4G5uL9fTwERyVX+fpc+y1ChXsXz4jdsC4ExoLLIVdnkrtFCxMXwVoAspm7NvLwIAeGbePomqHEdfZ9kQsr28kHkesDddqy2b80R6yZOvrNwpapJliUgLuWoJm7NW6NyS4fK76tIxdYChK1YGut9vT9FLkiR/cPEUIXNfNE11oApwWoRwKYF5JprppfGIn7pPYeO/7t54MSe8EckTg6tgXm+nYaSykItvpukWyF8ogttuYyP5U6iLwfDLsL82UzzebSGLn6eFwJoEdV3HVQlb10mcGUGBjNqnFzVV7tffouC8L0qsXPQoOJobvuvwuuuQ3A8e7934xcjTkKrmeiKpMAQgmumQL4S6AIDgaoWpbmE0DBee9DAoftg6ryrWp/xfyWq4ojkFwKtLWBZGLagKrcX9l9R1DqDKpKvbu77qPmd5tsQKpI5UswrnT1/3OUpp4XIZkxosS2ZPvTnOXLvdS1wX4A/yfUhMCyEchq3zGD9gfNAhx/H+meTfX4CoBfRDIlvqMrkwVMz7r7FMhoAydq0v/tPPAguxJ0t9Uq6BXkwcRs8uvfBArUvhdlv8+QzBN+Pghy0PYyNCDdDwbl8f3B+2vgYqboHpZjHnPCf4SarwANfmjn9wpSW0XvnAD4EHS+E3x/B9LcW0EeDDF9zkp+3sT9TmgbRXNgigQmZsBDNXUD6MYazWUfg4JT90Hb5eNQE+proCB/Bjr07Xs9gH8FNY3c2ZVjA2k8Xw8FZzP19RGQ1vaR+Z9z9wvuWj6Lwf5sUrOVtpG9DsjBs/OYynZ0uiyMbCalSbWCtADbzZAeA1cD+FnooJoA+L+hG++9SILFLwJ4r/n8FEajY1Bb/9Pm+Ue6v7Tv3oRyg7AT5r8hXriIa1gG8LJGLaOFjpP9tcjHECfgFwF8PdKGeAJq578PKeLtDLoIvBdJSPB22hnS5msFMCDhcQQpQuUKIiFF2+k26MJ5DZKgF3kVfFd33Ynu91cgj9Lr28N/ngH4duR9su6ueQLANyAtkhQ8vNBgPz8C4KDZ9BlBmAvT1WDU5tQPxJRYz4ANKKbhJe5d73LCc1SGaCyk+y68YDE85XZ476HgNxQ7P25GjIuh4BcJ3H+MJMC2Nth1AH+FMurzFMAHoNiU26AeOT6Kr00TAJ9GPSK0fe5vQMc0ANxrNvPDyHEy90HXI86rSPjhukVs0ggpyi4jB3Pd4+cJRqP74TFhOo4fBvBq9x56dn0KuVCrOBLtV8Cus7pG2jJ/HzRCro3eG43db4KuP7dB16cV5MLTc5Fjs/yBEdD19R+Zz1PooeDnkNbGWdcev4201gA5/olRpGdd3e/uymOfcX93/Z3ID1bjoG67L223amZP5bYZRsz3VEvndr/cXmvvsayK3pbuvXamAjwiwJnK+5lPdddEv/nsTQWHgvfazNgYOSV4WS/Pn2Lf59kTvenFE87Re6RlHrDIdNYlilHiTTaRTd97wcxMttdZqvaZu8e2lceY+NgxG0F91tzvNXVvjg2IPMHycUwzhSfC8p/bwdu2bx5GfDIeq8C85saM7ashc0Oy9ouJAYldiDAA7DuuBREGqQyaV8cazETntV0rbIiHVrA/csbUzId8TsvkuSElZ0lO1JbmYoQHqWHvLNbOmlDZdhG76hAeqBT2IDcTenZW8j1Fbeb7xreRLaeNpH7AjJkotEiJF8nb7zJm5HKu5BygVwN1cnOKcBBcMI5VJg6zF2gi2+ZWga8sNXxEz2zLZOND+AWNpD32em//5PcpWF+9nY8F7WvdVP3GXdtgJlJ3Z2VdjoqSKdnvH5McJ+EFPy9QRYRgdEFtCXZ5n6c6+QWPgk6NLjsChJYLWrkA2j7lQn1MvACzk3INy1UChikgeNzKEECpZb89XHl3re98RFdibIaCxjlmuLF5GnrLRmsPMh7fVBNefeBB5pNSkiUSY8Py1w5AnnwsmrtlsMl6m9rnEkeSb+jDcB8tmnx/7aNBOTyGrIXjqwllPCB5ckB/uN11FO/z5Mtmmq1PNKM8hdzeSPKs90Bde2mTvhK5yn0DwP874D0vAfC/d/9PUJpnrMupNd8IYps3TSQ1t823o3Q7ux9JvWhtz0tQW65V9XqyMJJonYCaF15ifn82rDHgyZN8Wfm+F7jv70HukmzbYBnJzBP9vgRVrfo2I76CprizAH7FlGEJqpK/BaPRQaiZzqu+R1BT14eh6ubnuPcI8v67DqPRAcQ4mAgbwjYnJsSTVL0J2o6WcO8e5Mm2w1momv8+7Ow0Rh3Lxf4ad9euIO//O1Bim4By3liz55sxGj1g+sWbOvIxxjZMZboO6lo91H31dVCiuMjsNIWaIYlDWDK/+/F3FiUJ3xJ0rL4HihOy6du6vA7gg8hd5IGSDEyQcDoW42bn7szk7wbw7Y4cb4zUphF+Swn11BX7VuSmFrpzc40SKIbuOqQ59TPdWnYIeZ9FfXFDVx87FogVIt5kHNxny3oVgDs6M6jHpAl0bEYYwzYmcS+k7ZaGdn1O0q2lpX5WSpVeLTz8OSlPNlTl19D7Xl3O03tNQ0IystrpwkYEjX6fdM/3Jw+rCeo7SXrNCE0GNffaIZTJUTn5t+X6fFpKhHorWJhF9c+6/oo0W157Yu9vaT54Qo9Uw75+/mRVi8lyWkptVtJqlNoD279Rm+ZkYzs9l9qOlkeWbVs/b5+Q0rTGcWA/W+3IQVHNWX5irpdxKIV83zhKJ+9h8aos2Zvv8+PB97buJCmseR5x/NboCagRonbOjrOxJM0yx+aRRn3mJUyjq/2q6ws/Hvr6YyKRq21sprGZ9Y684vzYPGee2zav7vJ8WTOymaRS6sdQEoHtg0r5Nj0MlXr9yeEh6CnHJq9FYPoKgF+Depj49GEoetyj/Xla8UhuuGt4UrDJeulYsKqS74isGuK3g2iD6f4cCsQl0ZIl0YruqxH8jFGekgh6+xqoF4P3vPGg2N+AnpB5cj7RlX9IGgH4TiRNBDVbb0J8ooYppyVBsukGJI8iovsBBVNacHFOfKQnuk+hHD+AAqKtd8tN0LEDKGjwl5BO8EBOqW5p2e9GOmHfaTQAOztp2wBa/5ci10SudFd57cWV0NP+Wvf/BMDzEY9Pr4nSftI1geBN6wU1Pn9l8iAj8Zf11Ineg64sH4BqMv5FcN0UqrF6wNSdY7LmrUKQrHTP5zowgY7BmpfOCDpfLEGjf0fu/cLkQf853T/H2a3mjqVKfe17Yo2EPve9QdlYz5/rSCipKbsL6s1nQf4tbdUI2k70xrkCqvX+SM993AMssPohJGD9ClK/LUHXgRPIPQuXAbwPo9HJXTEfh6TtloZ2dY4lYHsa4ndrRrI9576PAlTZ5/i8JvHptcaLwdziAWEmCNRqeQjcsu/0ESqHnMLsvdQS+fbwOQZslTb3SFNTOwFbXg6enA812qbVZuRasKecCMTK7PlHbJvw/6QRqp+YfdA5/0yeJklLHeGQLJdCBLpl29kTcj+eZ6fkfjIpjj1PkW4xJC0OiAhn5DVOZXvF+KUhhGYTSeRgUZkiXiL2+5CxTQ3hISm1Q0PmtqWfjwIjRvgkq72aZw3xZYuJwPo1FNQIR/PYcp/UnkEs3SL4POJcSCzXFyaBZfKf9wyOZNsLsKtzXbiwg4Yhuj1oyW74vE7cfRJkCyiMfo8yJ1bfNRbNT9OM39AT8C/VJ9pgW5nPPylq8qgRQXEjtW28LsmkRBbbyCPJL3oW8GoXXgtatG3BDaKP5IreMEMIkmpsu97zwAL9/AKkv5djsFXOc1Kyj1JY8fVh/3qG2tIEtt3zr5Vjc55nGrV9rkDI/Bk2vhJNBtbrxs/B46bf7HVWkPZMuUM2ssgzw35ekxpRXGymrGUK/76Mp4MyRLmMKly285qUcVsiL6YhZhK2H9dSO96jw5/P/h18zrQrJ1lY1yQ/zJF9uSas9mWuP9bkkgOu4yjVvJfr586fh3PkbS/Ars/lqT1Ci9tTjT2N2wWe1OJ9Qgk1I8xDUP+1TdBn7+7nTx0eFxMtrhRYhuBIfGadbF1rk5LXly5xed+wvb2XiGd55SK0IYrJmZjPfWUeWtcWLsXX2bo91xegctONyhEFVosE1JOSa8SsNumMeXY/2/B257owxw3Xn5q9kOfHS+mpVc6Xo27ceSF1IupS7/umb+z8fXCPLfcRSRgLurlbnAY1YFYLFI0Vj12ixsAKDmRgjXA0Iiq4WK2IXx/4fju+Jt19rIMVWIiF833lWWHjvkxsrZ+XfE5HwrgV9pbJoAAAIABJREFURvoEFZZvXpZWauC8FsbO78i1mNeV/btH8rYXYE/mBCyMQKHWTBCZFLz6l8IE3eq8mtZv4D6vB4M6yjOJAZicfNEGRSHMXk9NRQ1Y2Xp/RAn96Z6JbTdsrzGwJ6+Wyt1qsyKXw7GoMPnEgHrUTpAtda99V2SG4+IZxV3xm+YJGe7qbVXRkZq61n+7g4K6BC8mN9xyI+HplybEyL2eJ1pmRgLm6dlrBIYIn35TZ7Tn1j1eGIn6icIT67QqJTW61xqclDJ2lj1kWcG+L3ZLTctiy1dzA87NW2k99fPJj2PbhjSD+LmQNGC5qY719QIb81jywx/Xlb6+Yv/kQkTuiszryPMS9YHlbdpTGhHmbS/Ansz5II8mrPW59yaFaPJa9WBtQ60h/r0nSJ8NtfabBJOeJgpO0jVJqHfakKN3RAGtapvfPOVt+ei3uES4WNR+46IYkR75zM1sLClYGdumTyhs9U/OUZDX095DjI/fsCLNiMfOWBNDLdT67vGqiU01a5Jr+Lj5++uioHrUCti2JkmYN/FE7/bt7zeisej8jwjJfDns/0OF/j5h+BHJ50y8+Q3Ddxwza2F0wufY+4r7rcaL4+O6+HnBOce1JAqyx+v9oSXSYvEQZw9j0bO8UOSvISeMFeispiky9VmTDQVf//3O1kwukLe9AHsy108DIklFGbtlLYbB4HNbC8Rkwef6PDbv8cLRIvbTeXPLZONPU30kRkPabyr5Sap2kuPpiqcef9269IOMCYirtWNex1QmK0hNpbShE1NgT/QRruaQ+S3SJO2uU1lsMvVjqCYEH5dy0/dCnr3fb9jRGLD5qJQ4Jm7+fZFq7Zg+KpuLPh2NQWs2yMddicPYEDXhPRLUj2PJmxzts3zdnpZo043xTd7t1c+DaK6tSS4YRPfy3bb80QHKlyfqp2g9agVIHUtuDvJrdnwo2QN52wuwJ3MpjIwl0Wvni1ddOzIkOqiYAUoWx9pmeVr6N8O+zMVvXjsp6c0XZYUdWmaeMK3wUIu+6p9Z0zqx/ValTgfttQu158zcX5vPSFKlH5WSS8aWxW98nk6eJgduKhSEePJu0W1z0/WePEdkN1JQ555XNVNV1M5PuP7iplcbi8lM2A+c5DyqeUvZ0AIbAnyxMn6JXaAKv2/DHJIfl5w92gok3tzJDZha0IckYT/sNesShWmID22nJPeS49yyJrEcKFsC1O08mJhsAedW61MTvDmno0NcdBCbuN9bGEEreHpzITUykdlaZKeGYdhk3vYC7MmcBjDV8zyVRnTopc152GLGv/504NWZtQXYnoDsBLAbV0S6VVvU+/Ja8LxWnrl7j0rb1GKzFRC8VwgXzrXgO+Itaot4VO9V1/ctrVgrP+o+t1T1VN/a+g31xmJ79gm/th04VnPisAs9jzabc7s8Y5r4togwWlGbEchd65fk7t7vUmrbuG8u/WFlHFpzhu8r62Zbe27L/dzjbCxwmeOgNk9qzx3LMJM08+OieDHWh3iKKJ5XzeuMcyQCi9rrvHaJY3xV6kSGFIosHuTZyucII2gFIotF8Ti46OB3bNvn1gXIl0nPLky6CXmET0bjtUQ4AuCHkEfOvAfAj0OJgN4OJdD5AoBHoVEgSWhGoqFHAPw9gBNI5EFf21O2FPZd0woSYRCJmF6CnPBHusyQ8/ZZvk6CmPBnGak9hqS/AfDNSERV3w3gS5VrfTmUEEi/W4eSUL0BwAuh7cc6PAKtK0mEbu6u/xDKiMRATALlo6t6em0A5yPnXoG8TZ8B8HXdc29w97wieA6A8wRZd0LbhRF6a9GEo9986Pc7g2s4xkjVzWijeUTknZq0Xu9DTjL4CQAvQppza9C+fjHyMPNRuIRbkMjMPMnXFErwxfYYA5igJMGLxmlf+vbgOx9WwZeVhGyexLD2DJs+DeDGynUzKP07I9zehXK81567P11xntL8BBLBnF8zrnefr4CujxzvbzLkaRGxm0YLFyHt/puQxoIPU/EjULJBhnVgpHUbzsOnDXPPuFt/fxtpPbXlugrA7UihQk5A13aSmtkk0PG01L3jLgBvRE4E92CjXLs3bbc0tOdyv+2S6rdIw3DcPCOir7ZRab3qsBbcKrJxU7WbA+9yVWLrZGc1Mh7oVwN7tU6B0fce91DLNbfVSCU65L3aD8NV3CmabszpMJF0qvZmnkmjDFGmejoCENb4S2po/8NBn/t+pGulL/PO14yU9bJEbhY740+ztTHXCj4XBXezfUQujFpQy1aumetqeSw5CLmGE6tpNVrlm0juYTOUxp73UiPJtqPGYKjG0z+PJpBo3cuxFclUEplac1CrXl8LVjoTnVNl9N38/ki7TQ1dC7uXa7vT83Z+gMpN5m0vwJ7L5SJIVdvEDLKamyk3LR+SO0J/e3PMY5Vn2kwbr7/OcolQ2Klt4LRTHwjqS0HHg9am7rPNU4mxLFTJDtmsaxiaVj1aOQKO1fJUEiAvWugmAnxJVGjz8T68l0tNADrp2vxgpc7Ru+neeUo80DaNJ7+YWxdYvyg/JjtdEMnr1RIYvPBticked/WOQMF1/EzumeQjXfeN6YeEvESpv4du2GMpwZnWHLzRjcVFeIBsJv9In9DO2D61uROtZUMOAjOJOZD8we+w65PIzOYPFIekLWj5w2Bu9kzviw4NkYelNx3tSW+ZvrztBdhzuS4RM2hUpOGw9OiR7TLyevCTpaYZGZIZVI0nF/ISeIyH3aRYjpIvRX/3/BdjKU/pFngbTdoa9bXPEV6CQpF/Ro1kyn5H23gfh4Dt33OingDztDsXdC6mfqFMWKKyvWseFlEdrftjbrdPfemJrmr9uHtOZhE4PP/Nc+HYens8g9dI1Q4J83oo2T47WW3ffu8c5pM9ZWFfzzNOo0whvG+96TskHZFS0CIeZSI6J74a3Mc5R6HKavLKPq3j8Kg9pKaMa1GLRyVaQ0p3d117at5X9jti4kqQ7yWUt70AezLHErEFf1ktSY1NM7nApd85oazvO4FU9hTUR0jUly3q3POK8D0RMY/1KqlpNSxA9qi0owkTtNa34P2te1dUztb9E0lxYyyK/6kBbbWod9JXJHm3WE8BloUeDZ4B03sqnJZhqvz2aSsfWzmp2V5TEdeZM60radkekbYjXRuDe/P4P2uSNpwa70sZ1iA2/9XyWPo1QkP4cvoyx6Xd4CcC/Jm77ohpx+jAYT+T2NFqhVtl9esLo2l71+1jMkzLOnTNjLhdDgdjzN/nHQcsCJl9HQvPl0De9gLsyVzXcNiTUXSyik+n6ZrWicZqLCJV8DyYCWaqfKMAVN6NzboWt+yiVBXbtmmVgarzGqOtzyckLeCRW2+kNeACQQGxpn2o5c24S0f3W4+GqeQCm0fY93lNsM511tQU8j4em3spl5gu2wc1LaSPKzUWajOlmA9WoInMGBTcIy+NiSTXbkvKdiooq/d64bu99mUmKhC0NCPROvDlSvkoINjDz1hyDI0dq3Sr5jzbaLyX5k4r8NXIzmrj3JtpWI4Wf8+82QsV0VodYU6sAOLHxd4Q9DeRL3vTXIiUh8kmOnvc/fompND1+t1odBCK/Ce6uoWC70srUOS5RbVPAfw+gFcG37fGwK1QzyCi52/CaLQCrdMECZVOj5eRy4DWRcy1I/fOyBsgR+Srl8KPGxT+q4O6MH0HFHX/mu49Ecp+YsrwZ9099H46De2vfWiHAWeiV9O3Dbi2lvx7nou8bW/p3sPw7g8BeD1K76ZWWob2Ze4Bo2Pv18w3U6ASkn1vpDtQjvl1AB8A8ABsOHb9Xz/r2Psocs+Nl2E0ArStGA5e2y558/i+vQFpbPq0DOBlwfcvcJ/PAHgM6h3G++hldQLIvNZGXZ1/AslD4+1IXiycx3YcCYDPAXie+0698JLnHttjhuSlRm8/lut7kObpEtR76XXmWpvoJWK9Tm4vm+N8eSIPMn63DuBhqBce6/bb5t2txGdPzXO9F5QAuA+6XoyzcZPq8mr3nX2GXRenAN6A0ehk99tK5Zl7O223NHTJ5dKOTC4ECaTo41Ke1KjOt3TFESDRnk7OmfvsO74SfOczg6dZzwCCIlv3MVOd68Gbtp7+u9aJo2b7tXlW+V8kMUNGAD6eLC0HQOs91HhFDI2byZGnjI0h0wrQ1eIbSVwYqT39Ce5LsldPaeXYoXdIPeJzutdrA5mPh/fWKdM9UHgz42RDSq1Zy+zJbIG6R0W1id5s4MfXTCynTp3EqzWmqR32bfCYlJg5rlnEbxDHRi2tx8z5OR+RyvH+sSRTcRQ1nBg++y6v8enHdSTgsQeoTqVcP1nnc4Ofv8fythfgkswl0r81ib2gYe3YLUCiFXg2YyNueXhE31tVaUKzlyrryKuHOcVzKNvOLoKWAVIk3ojPSR4KnIJRrb52Qe5rl2NS2s2H5pkA/1B5d1QP77Hk0fw2oJbFKHi1+FHXnlF02r25EJbeMyrs56DyuP51/FHpSRELzDXg9GbzInTw3GyjMtr2ISbNXhOB8Imxig4cETGjfa/F41izanmIKPuTWCYKGX5OeE+1Dfd8Yng8iaTHm9kgd/Ga2x53NDP7fvN9ZnE1e9dUWsnbXoBLJuc229qpYioa48FjGmiDjm3T/e8bip73m3srj91EZrYgPevSaDEY0cmLuY5tSPWyNmWrYfJCxknJEfIEDm7FpmBZXr1wtNln++wBqp7zwuOFbF9EAd98ULdLAzNSChTRhsT60xsrAvLa03TZVm1M1VaPD+I3InxULXPNWcRt3nretYQMvocCu9Uaca5a7EmfQDVxfRHheSw/0NB1zB4+jpnn+T5cd++aVyDxa751ZuB3HCOXpEfNZczIxUi5fXUdyqpnbcy/BbXrAsoGaTENgLIBApFtetj77g2eySRIdtZR99xPImf8i9JfAjgE4J0AXoVkt1bbu7V7jkaHUGIw/iB4xwTA29GyleZ4nHF2rdpcx0jMly+E4i3IfFpjOxw6DwTAX0HZIUdQTMB7kOzutv2uB3AtUrt8CsD7u/K8AiXGhJgQz677fiiG5YeQ7MtPIo2DaVd34mks6+cVUIZM28eAsj/el2ol93Vt91H0ja3dn44B+D5ou4yQMA8cG5bh9goAM4xGbwNwEomBdQJt/2VoW53txjjH4xh5/9wPnRMAsIr+ucXkWZD/BsBTUIwTcQ+vAfBuxBgF3udZVJcrv/F3i73wv3+jK9Ppbk4eRs52y7n1IFK7rWM0uiv7rGVfQcLi+PczLQO4B6PRp6CYtdozOX8m3X0R87XHzQHajw8CWDE4INtWS+a3tLaORj/QXK9SGiNfuy2TrccVruAyZuRyviA50mjkmgtvt39cSjS7Df7WlsqHB2WihG4JyTakPGURQW/NHfaUE4caT+XxHgzW1BC54R0QVYta4idveqp5hlgXPnsCqWFTWkHpqLb2HCT+xOSjktbtywn3Y99TI0LymiWyatLjx5sWvI2c3DYek5QIvsp+mu/Et1tyG2tEreSaxKSE3ktlQ1QzeFpUk8kx4oM0crwmb7Th5GXeS4pu7n4scz3xJqgvufutFmji3vF58z/NG3Y8r3V1jbQ9lp8jqof1+vFri10LLWUBy1jj6LDzy3ub8bsap5PXvhwx/eRZr31sIz82cm3KsDEYmdX3luv8gnnbC3BJ5Bo/Qfo98kn3+fiC7/Mbo3cTPBiUz/Na8Joa70Lk8pcLDnEUWG+vZRn9gnEiuNZjafiekqQrqYVrkU03uneccb/VALe2fBRobNCs+mIVB1Grqe4nkvNeWPfmc1KCFz3BFBfliGOBIOjhQu5uznG7U9gkpwtNbxHBmOXvaJkTPJunB8zW7vM5clONgJCcrxGGI5qbB0UFC28KJl8QBYF1sUywMYmhvbZWN3swiALGWRMPy3Gkp50jDid/yIoI6aJ5cNyMj3Lelngif5Dox1i1gdG+XY82n7WH87YX4JLJ7QHJjeaklBuinB+k8z/TS/wSTMZj4bPKz5F2p2Ub95oBj6KfuGv8Sc7mmu2Xp81n3Xv8qcmWpwYSlcb7bSYZnD0x2UWZp9eW4GkXTp6yo3fxRM5FMWLEteWOhBqeqGv1obDZJsra7bkUDGr4IWqfIqH1iPRjLTzGa1GMCMtR0+jxpO7Hoh0vVnilINDSDllh1s+FJ0y9p8G11KbUymuxI/aQ0of1iHiB1qUUyuyBoKWh9fWikGYFDsme0x+zK8YYpXf66L1WU+a14rNq+fd43vYCXPK5BG/5yRJRgnsVYp9k3oohcVBaQk1ZzhYwVSoLEidrK6DdIpkLgG07j1pvUTrXTsqte7zZKFLbtryc7OmaANvIdMNTWKQF8fmMtBfLKPaPfY83y9G8tbcWxLTpeNOk7+Na/7c8wOxYtybMeQPj2T7lxuVP/dYV1ps/rYeXN4E+1qgbr+Hfvnr631vjy2tqrBmkr30olHkTZc0jp28ds1qvNVcub46KzEhR/eouuaUg4xmto4PC3gSQ9+TLANbtTyvIiZQIUjwFBVQ9DQU23YREouTD0e9DO6T7fiAjQpoC+BMoOJLAxTYgqwYc1e/ugAL+WHYSm7GsBIn9GRTAyVQLNz4kTaAAMEtitIycqMm+Q9z7IpCcJWqLiJFGAH62CxXOdAIKTGMfvgpKyBa14wryvr4RCrxju64CeAkUvPqXAA4iEVJZ8iifrunKgEq5v7WrE8n0BHmbPdyVAea7nwbDtO8VIB1JzBTsO0ZMatcakwxfb4GlNk0B/D9QoONN0L7lPfOO9ecjjY0TSHN/GQqOvhdKDubJuF4F4AdRgjZ5X60cHPNcG/YBuLnnWpv8+/4YCXw9Rj72r4SuGT+JNnh8BuBnoGsUAf4PdGtR+Z2m9lhNYO2VoFzLSADdiPwvAvt+BAos5ly9EvlafBY5CNamK6Hr+09BQeW3IPXBGJda2m5p6JLPMbDunJOuIxW9zevB9d7k4l0+6+aXxetBFawFo3lq61odbB7iksdTjW0XmmWi61vaAf/e1nXUaHj1dwnMi9uoBkD0LrjzBj48LnrybV1Dk41vs8ckDgqYTA57Kbdd3WumRPv7hpT9YrUmk8q9Q8aeB0tbzJAfY9Y9tKW1OdP4je+k2coDWPty7Trib7y5mJrVPu6jSTcmSXYWx/7Z/FioxZBR7ZNIy9w2MXW0a14rqnkZ6yv1b47J2+55cpHzELrry+lCJpXo70c6tc4A3I/8NHoH6hTGMwDvQdJUHADwMQD/B4Df6+i+AeAz5h3qpqZpDD1VT7AZl06RT0JkFXoSsq6010JPADx5WKr7qX9M9/vfueuidCXURdrTWH8BWh8J3mO/i9IEqR2isqF737chUc3vg9b5XehrR+2jH4DSr6+Za69GOuUx3dzVr6/MTO+Hukm20jKA26DuyBtIJ/wXde+L2vy6bkzt5SRdXkfZBn8C4IMA/gg6JpagJ+SngudYbZOnWO9LPHX/F1OOdELWsePH2APQ8XQfgP/UePYjaM8nagn/AFo/q3VtJQHw2eA7dM84DOD3APwigPdCtSWfho7rJ3uePYKOyZcB+HnkWpWVAWUbmvYjn+vU+qj2Scf+1YjbYwmqobrJlHkfVEvyUaOBY5+tQzU9HwTwFwCOA1jFaHQcGsKC7b6Mra3j7kjbLQ1dztL2tonxBDbzREQXNX/ioE3T2y0PundsjSdF6YYalZ3ahVXJbdtbQUZG2y+j8LZOhOOuDDzF0ibttRStchG0SibIejvmmB97YoyCpq0GfenzTNQN/KAbK30anrWujr5ejwd12/rT6Hbnsp0ScDfHYtnf7Ok8GgNDArENIcUbm7JNsjGVY16i8A+192+IesZ4bxyfh2Biomdb8OkQjQrZo+3aMASjsvVkYOV6ZbFZdIH3IFNf/4hwzmu1bB/WQMTUSu2t+TYwb3sBLucu133Q50Hk1xak6H6aObZGCInr4vkafJksunweE84QoYXqTovU99kDYBkzYp5Q4l5woVDYAq96d+no2V9utB372jOpeu8mXuddOSX4LJLieRzr2mFvUlOndh9qEhHTZ8fceJpJ8ow4JEm4jcbjWqO/bX9F38UgyXrMnIi7xrIQ194/r/cPxzM3US/QRtm2mQUUt+4Zy4UCVf//7L1/0GZXVef7Oe/b3QFmJiJG48Uh/BiQZAxIco3aI5AnBgtJJOhNeZ25epMKsZHIUCmUOKRqrrkpa6otkbFSGNoRMZWuoabm3korAULPDNw8oJKUYEe0M0CUKNEEemicEJxM3h/Ps+8f66zstddZ+5zzvP12v0n6WVW73vd5nnP22Xuf/XOt7/qu/s1CBDJVqoHIjVrbpObR0zefP5QyQHf75+WneFoCWHdSMmvmFBshtJQpopI9Y0SOkVo4tfd7JsI9wPsQ1WIGrnbLtLiUQMGrKUGbKhrp9ywk8mVNpZ3av3Pgc5Tsk32i6s5HqKucjyDguBk5YvLFPeWwALaHEbX5le66q9r8PBh4QgmUuxUxrewmFg/EBYnW+h3t/zPgwtYMpyBBC5bTa9YRNfn7KMGCti4JUSNfQWYIfi+53Z5pgLoJZWRrNYlc1DKJHqTLaLpKNsddQma6bRAAsarqHyQGOlq2V//b58hg0ahv2wi3Om6UDfSi4J45YrZ5I+U71/f5eeBbEROqlz9AGGpXqTOXWjD0BtJftA+eTxkFWq9PppwNAng/SErXyTfNXuBySgZhfe4ceDXwg8DZNM0xfITl7RKZA29DQKU6hzwG/Coy1u8gpRvb8qpp9SgZhJ7ZVOPyTanP589H2kXZfxdheH36y07vhk7b1PU/H3KrPZTklP/lgROH/07dRyMNQRlfY5EyLVbPG1OX5dS6+A2ZovR6fyLtIw9TzUtNO2PdIPtOin1uvo+nOPZLbtOyHbwbZs29dGzyhFLezfjelE+gtUjFWg6rHeqqqndqnGx3KjklVDV/yPU/jRI7c9/VIvLa91ADvfa9R8+23AcK9afxaAzo70NjKkqqHYtMh1rXtfaaHF+mbN9Iu+jHr3KDeKC9akmUz6Wm7d0ekGc053XN5n1uyV2z9/g+OK30lWemRnIg7XgBTts0RBFfXrvfdNJocdRBG01id6XSPKD5qMrY8oacmGdNHRNxY+p6uWiYbzsRjaXKriVbN0v+1Gcq6rO1byahyq49T9vUc8R0UfVSR08vvVUOilpd1LtCF9lSrZ83tZbtVnEStixr5t5nDglaufBYgrBIdW5xTBHGaqyn06IYDH1mNM7vTXGwTX3/lmnV/z7W9DgWv2XrHjEyb458Ztd7pOvhsha09Yl5emWTm92I13AedvNZ40yygTPH0sNH7/C0DZa3NNPsnEwpAycdJ+L7aJr9CJpcJQV56Xcr7f9WTfxSSvNAatO/Be4kqxrPB85B1PWJRTxrsspS1YubbRl2k3kWvHdKA7wJuKxVix5BVMTn0vWQGcvRkMiq5azGbZr/DLwhuH7IY0B5B7yo2lm9USw/wwVIvfcAPwe8mab5l2Q19tsQToEXEKvJtyorwHMQlfmVwLOQgHwrbVl+AzFZvZFc71Xgp4G9lG2+AnwY+DHUY6BpjvL0VxdPKE2GGuTtfLp9wQdTO/rkp8y5cxWZX6Imi3jURM+2cjfisUZrotH5Qz1AVsmB846PzLP27KHrbXuph8s5iPkhGle1cbzS3nNVW6erEHONlfva9GayGUfmp9JcMs50I6ZNa0pS77sZ4j1mTZ8g85oNpHgBsdn5t9p8xppXptQDKk443YLl7fRu6LRO5e7b+6Pr99GJzdMja5yXFKQaX4WnAdfn5hPjuDroaT9SW/s0dFKKuEi2asZQINjhdOIal6ic66lroonUrnq9tu0Y1flW66zxZk7U9ONNPnUt2XZ6Yp2MVI6xbtwiuaaPd0Tr36X77te6bXdS0KelEte6efDnn6S650+UhrxsxtxfA+7OK9/7NE11TaFlPVZzdcRcPM500/WOUXOm97Dy46BPA+3b48ZqPxzz/WmYlpqRp45Y8OFq+3lC95TxF8ipWk8gCfhJ4C5E02DDe28Cz0V84d/p8lpBTtCe/RXgxaNKLKeSW+mGDq+dqiwALjo9KQ+JzWOrLK1XIiyiNVHQ6qKip9CEABdtXX6okq9yU0Ssr1YSmcF2K6LaqBORPwbe0f5/NVlzN+0+rdnL1sKpn3zpauvWEcZSfT8z5PQL8h4j2SC/2ze39222mjwN/z5WHga+kxhsmsh9pCZzSi3Mm4EJKe1vQbdWLiT3S+1P0Xg7Bnwa+CZdnptF5M+Q+aXGWjwkG8jYsetRahMI6/GDiHbqR5H+diFSdgt49eynNfHg5LuRedLmpRxCF5C1xVBnjLXzwBw7XspxMqdp3kZK75daVh0XTjtZkp7tlOQO+ivt3wvJpgydKKfIQLByP4Lc/i/kiXW3uU8HjS5Mb6G7EaG97xjZkwDyQvs6MmlPn0yCfPtkZlKNhCkhk5PKVhfmb+/5LSEeDE9sIV9LjHYHpflJTTa+bg2ZXnqDrujG8b8Cf85imyQ7UZ6IzBEitncgBHb3ICafTwDXo55WTXOj6RcTTh4Z1dYlj623IJt2O0YsAdW0/S4i4JoBHyEvMlrPM9p870Y8WeyYswuolz9GzKK2b6jXCwxvRBrKfrEHa57omkGtKa5Wpm9HzDr/R8+zx0jkLWclahfdeN+PtLOvv7areg/ditTX9rfXBHnGJH2278pG4FfJc9EvIqEZvKwC39f+/zuI6dKKzgVKYKhz6UeKZ3bLfYCmOXAakAkuJjutmjltUxcsasGHlkfAhzP3YDEPVkwjkwLeFKCn/BLjQLVStgjI500xX2nVoGspmyv6zEpH2nxrtO6+DttBlDY2baasrtf20nDn/lprTrOeO4cq19fq92Cq03kraNUTddVSra2OpJhMy9JTRx4F3uvAmg5Ordq5bvLUeq+1bX8odYHFnndEzXBD72oRPpoI0DmZCVhBAAAgAElEQVRP8Omgj43tjwdMHWpeXUNEa2OJymppPQ2bHr8x8Hw7fykI14d60LHnv9N2tQB97a8WTO+By97Lrs8LKgqYp/wjOgdYTzXPCxPNzer1dNqbZzQtzTQ7J1NKAOtBsup3iqq7JbDThQgYUgPQTdr7bzf5DQHpoOQH0Lxo/z4X4VB4LUOgWpUSyKeB8nwZzkBOf99nfvsXCJDzQuAnKNXkGvDtPkRF6nkHrIylrD6RgHwq2nbPQUCf3+Oe4UW1IU1738sQeuwhdbyVFeomMz2FHWn7CORgaj5/bYPac/+azAdztXmnyoVwBqIlKbUgYiLIwRNFTr3ZxpuLpKw2eGFq//+J9o41MlBQ+/ElSD3OBX6mve9yyv7szYtD71H7RW2ebRDwcC3/mjkTVMMmdT+funZDweRU8lppr9mqlvzTCAdIn5zZ85tqE38H4RvKc1/Zp9cRkPvZCAhbx5fV/Kj26wwsh5LMkxbE/xa6GspV4JMIx4q2iX6vc+EEeDuitT6TrHGOtM6+zb9AOWdkvpilmQboj5i4lJMpPgquiPxfxpmZIHEwtHOvIhPmzeRBcxfDGAhVw1+PbAL2ud91Q3B7+/+x9roy0mbTlGXMBGe6kfpJymif39KW18oKcBYpXUfTHKFEtn8RiWehdbsfUaEuOlnOEe+c1zC8aPRN+vp7aq+JbOu1/G20zpcMlGER0Q3lLuB9NM0bEJI0S+RlRSfraJOik7JikGrmlnOJPK2szVtU0t5scyom2ol5rsYKuhS4CTE5+nHRjXIt4xHyuILsqbLCcKykSBbdBGsfU/ky8CKXTwIeAP4JMobfTDeWjBKp7UE2wUNj5zFikj19Xl89Xs3WsVfargndVBdPLiLsnots5iHPeW80z/bvRzcE1jynfVw3QH6D8CzkkGQ9aSbIRuQW8mb3FuCXqLermph0fV1FYvK8lEw+GUUFPq1luRnZSSmZSssTpUgGPZXAu5+mBJ2+iS7wM5Lr2wF+Y/Db5Yj9WAPAzcg20dR+tsyAyrpoGQf30zRnUm5GogVcAbo64bwEAZzeg5zwtF/uQSbel1B3GazJCnJ6GQKMRuHQo7xOhcyBryG2/NozdWOhv+8in/hrcj/C3FoDal5u8rNsqz7E+210T6+Zsber7ZuynVJnB/bg74vaZ98B/DBdbVGNUXZCl3V0k3yirgVPXFT8OFUM1VHKsfPC9vkWlDwHXm4+1/ru+XRZVGvyLT2/qWavplnbykbEzmWKhfnNVgPcdW0V12s/hzzHlWeOtNUuk29DqXW+gaxV2UA2Fe9F5pkG0d6+ErjUaWduotzsRhsRnUs+iGxy3oQE+VM5G2HunTDM0npaynIz8tSQCTEQ0ALDdLPhT08Q84tEcmGLvD+brL61ixrmsz5XTyuvIWso9pBPKQrYnNM0f4Sg4ockezLIAqMmgBcFdXseAv47F/g2ShXokLxq4NraBFtry+0y+dRkhf6NCGTelkXkFT157Tb5lRGjm+bnKdXkeaFonmwGax65lEyLvb0Tbb/nzoXu6h9HNlg6VvSkqn3154lDH0zpmncSwh+jZkaN3Asn5vVEW5Z/jyxexxHTghXrneHHZZ+suL99YjdYNQ3aoptxDUPwLJfX/QgI9HryBkvro7w8P0s+IOjBzIdcADHjWo+YXyfzJqm2aIYFX4snjm6ubkHmoLe3+asGzXOe6AFM3/2ceN3UtvtJZAwcp9yMvAw4H+WJWUpHlpuRp4ZMiU+U9rtbkFPTfeTF25/sranGL5yblCfddcSM8UPtdWoj3UV5ynwUcfW0sRQi19UV6nFdvDRkUqYJ5abLL7SvdfX4JGJn383wYqC/1ybZOd3nzSvX1u7vw2JsZfOiquuvISRlryRu7xMRWy4tvy4gFkth1eTH6RLb/SkRjuTkmGYmnWfVn9OQNYq6GSkxCeXmZpOmuQsxTaoKHvLG9xHKTYqKNQ30qez7NhBfaDWKN1by8N9pnfr6ls4LQ67kkDERejDR+2z+i27OV4FnB9f+LRK7R7Fu51HOGRbHBtmc5l1x342YlqyG5bH2vd5AxpntQsgO3093nnmnuffX299Vk/TmNtk5Zo5sSu9GNCz2neoGVQ9qiqd6CfCv2jxeAvw2TcOT5qjtiAP2DJLlZuSpICV+RIFSU8rgS2qzfC1lYKorkMFhJ5NNZKK2A/1+ShXwLgSspSeFtyNq4puAHyFP4sooWpSYE9MQrJDVskfobrrsYPfPeQJhj/2lBcqwTpeHRctRc4lU6aurLgo1qWmyhmQF0V5928jr1ZxwhMyZ0AdojrAjHwdurkyK5yD9wgZbVHPIqbJ/T6mbgA5SsnOq2LI+itRDT70TSlCjmrq8K/0KYr70J2iQer8HcQ21z7PyfsSk8H+2n71pQesxpdS61ORzxBtUK7qZeIDSpFOTb5JNNfo+LZ6i1v8XmQMapO1ezziTMmRz7lHyu1fupAfx/UEW9ze6PN7Yfn+cvHm0eI5dyHzzEBmf4zE4tJ8voGRfTQjv04spD3B60HosqNOVwPuf0hw9OyTLzchTRTKA7m7yALvEnJrsqfBCZPCcj0yEdmLSiehZ7gln0RUFcoEMkqN0PWq8OlQ3OxbFbvuRTqhDE80eBNWuoFoLGntnz31nkk8bY6UBPoaoaa16WO3VkShO56+A7x7Iu++3E9m0jTFJJeAvgXcXAMCmOZsYSxKBddeR934+TXMTEpn0/S0t9q10gbG6kOjC9WD7/DyZjjn1LXIy9IDv7vWqDYgW8xnSp7SfXoNsLrQfW7EbVLuZ0Yi9ryVrJT+CLIwrxM+dI5ugqynNrNlcZNtcwJM+urKX7608y8tu6hsR304eM7KCaDZU8zAE8B4rFtBtpbZpT0johPsoAal23rAmuqvovs9VYD/w/eTDw0OUgPJVSq+1Wl31vavoxsW+rzlwVtu3z6G76brDlNWDxk/rzciO+xYvk0ldWuoD7fc1TpEa9fdm6lKg70/ZR37DfdZ7ulwR9WBO3ldfo73uD8rTl2x0WaVvH+Lt8OnBnt/0XlsfT4Pvk0YU3ZdKPpQTpc326avblE+Xxj+OhDxLQrttv5ummCp9fyo5Hey7P5JykMGy7+Rna9/qBgws+/TWIkSX7/Je8/4j+nEfrXjW3nsg6Ddrbf2+2tZfx5ylYNeov0MU/zrWbDtZSnc/VvalYWr67eovD7vPNZ6avkCSaeA3/V3beKtjZzN1g+VZbqYxoRa2EjRwTP2i63Vu9c+53Y0P/X57IhA/zdOp8hJYytbkgpYx8B7EZPPLiEeD4jrULJPINn89zZxHPtn/HgLuugT418iJ7LmUJ3cPnlWZUqquV9rnP4Sox5XRUtg7sy0XSl4TlYTY5tVLZxUBer0VcfGNXDGhX8vwEJmfJJIGMSlASvsRDcKliGki8pBIiBblQspTz1jvhLHS58UwJAnRSOj7VmbQT5g+M0He/SaZbfIe8vtMgLKtepDglcR4hf8PUVWrVs2yAE/a6+ypTzVgntF3wiLsrZlBcz9Ncy/SL38F6TM/QImB0brp3z+i7Dub7f2PkjVgOlZW2/qd3Zbrj9p79iFqdZD+pmNwFTm56/Pss1eIMVhXt/n9EqVc3/7t68tjZcgV+U7gf5JBme9B+pOXz7bXRvJJ6mNIy5DI89NfD5TJim1PbecPkdlO1SXd9qEhTb/Fg+nclCrXpvYZnjU3ys/KKmL2OYPufKXebBNT1hI0fjrLTu+Glsmk8kSZUnRq7GpJ9MSgrINRULiINTMKyf14ipk2D7jrZykHGdPfD6Qu26Fe608X282aquG7+1hbu4yHcaCzucnTMz5uNf19OnGmy6jOejL0J0YfpMsytEbByPalWDPi845YRDVP27+i91CWK2Jv7R8XiwZ+s5+nqeyPkQbPa080PWDutUycWp71lE/Ctq/VynavyS96np7ybZk13bVA/9ifhBnUPyOPg7JfPB60ibbdNMVsx0dTV9Nmn+O1LZb1edH+rmzDB1Jm0fWss339Y38qNVq1a0stY1eLYdOi9bjdlP+JNKbvn0ZpxwuwTC5J5+/SsnevUTWzp5SvRb7UibRmdtEB3o3W2l2o7ITWVbd367CdC3HNLKWLRK3+eq9OMnq9n4AtpXT0+4mm7diI+fbXSTae3MrNZNR+h9vrdEM3bfuDXxCjCXx/imm3bV1ze5Z9uKSgHzcehlJkctCNuzWXRNGwo/ymKW/4ZdMr5dIotXYhH1PGQ2mYPl03TP4AoGEIHkj9G5O7Un0RtQcJ3y/0nfeN1Y2B3305ovGo5rtow2Xfo30najLre4dHg+fNkkb9zX28tiGapjiyrg/JYfuMRhH2z9V5RNsrMgeOj45+GqQdL8AyBamr/YhiaVjsgy5CPt6Cpnmqx7RRrIa18ZcLW3cDk1K8udEYLNFzrM030spEp26fLNbFf68TbO2kpknrZzdPilWxMSY227y8punvTDnnCb5kyq6LU199ovfzddMmQ22Q27jbZ2ohyj3uxT9jmjKGobaZmwVtMXXP8n1BYxKVm5GxeJFywY/aTtvaxjPRcRHFNbHYkqhf+M1zhKN4opL/4TS8SG+k8XGX1twzfHyg9UpddCPSV55DQb+wdenTXtw7sq7ajjXNos4fhyr3raXcd4ZwK5r2Bfkdcn2qD5NzqNIPo/lP38lek6/VaGsMq9qcLJvL6HmnaVp60zwVJIc7BzhIN+bLPnLMEOjG4bBuvhZvkci8Ae03gVeCEKEpj8geBGfwGbJ3yzlQxGpIZBbLK8gePKsI5uOHEc+A6xE0/BPkGBwbiMvhuWTMy3WIJ88N1NlEHwR+pi3vcxEcgiV3upWmeTXDpGuW3M3GWDmK0NBbCueLg/stq2uDsGRaTIDltvDsropNUPxLatM/QNpFOR+UU+ZZQRkU25BFvF6uRLxgvO1ZI4aqWBK9ryB27IsrdbWyiRBWvbyt3wbgmXynlO6W9yFkYYqdmCCYlQklo+VNNM0dWFZKqdO7XP5Nm+c6wv1xBbkPfYbSmwjEE0jfyaNIm0ZuzZ9q6zIhs2OeQ+wevZsunmaOeElMKPl4EiWG5Y/aun2AkhDLl8d7ec0Q758LKZmIIwzV88geeTV80xUIbiua/xUHZMtu5W4ERzGhrGskNY4U6wp+UXCNrb/lPrHiyzdD5hBPgDckNp/LDN7KypTcr2cITcAxdK4WeZTS+0pjRtVc7JdU8F52ejd02qc+ZHU3sq/XRGQTjuQTeT/UzT25DP40cTRlZL+1sdod/noSr4NUSRtBeTR5zwbVptROICmJBsKefGt23L6k0Vuj0/pYL4ahE5qqktcTfDFo18h0pSryUrPRfS9zk7/V6thr1DauGq8hD4OxZiNtL63bvp7+rO/Il39/6nqjJPdX63W4pxwW2xRrD6UsFhNR8zxLbRtFGqWo7dTbxn5nsQA++TFwe8rmlnvd71qXjdTVUB115am9uyHNoO1v/jv9u9nWsR5pNpv0/m7E8ywOQ+cVq5Htu89qVm05/Lu0plp7bWQeXGvbzmu+JI96v47Nit25N2s9yjlNzW9L80yQlpqRnZcJJamY9TmfMszMqt9NiE8iespZZCf+TxEvhT5+gd2UJGpeIu6FRNcrZgXRpkyQE0eq5PeStkzqNfTXjCN06pNV4Io2+F8tbkskWg8VRdVvAL+BcL+s0OUnOQ5P0vCrpmkPmVir5OqQ01f0XOuBcrG7xmoThtg/tez+FA5drhjVJOn38Qk08+V8gu7J+Z2Ix5VSdT8CPJ9Ss3QGwgvxskp5tRwaDM9rDy33xNmUHlDzyv97gN+gad7h2j8aTw1lv59RxlPSCLgJ6ad/Q8lpcRW5D19qvoMyLstFlFpCG9AtYledA7/GuDHhid1AxtM5ph4X0NWQrCDauo+QPcHGxqZ5O6Ip2EsmcBzDX/I7SLtcRdaGRvektvznI9ozJeTbA9xA01hNr4rPxzJDR3J1m981NM1tCMmgatFsXjb20ZRyvvZ9bCmtLDcjOy9TpJPqxF1GRI2Inny0XyFFU4ZBOzmsEIXmVsmkU17s5LMV0UksGuzQXczVde9NZDfUGnGaLlg1IjLdgL0HmZi/FzGDfAdlLBad1N5FNp/YxXuGsF2+ytVjBfhvlJuXhDBtHiRvCqNJ+u8oF5GPkllhV9FNaBmt2crnkI1iast3Dv0unFEZbNsn8oLQmM8foWvy0+tpr7+GplGToicvs669VlZMWgW+q3KN32CBbMy+rS3nBtmcMyG7z+6hTho2A/4l5UbFLvbfj7gfKxPmhDhGS9QnbR3ss88AvjO4fog+X9v0MnIQNxW/gIuJSjZ5IGYUK36sJeB3gzK9iG7ddNNsN3QNW4vwq6SLE7oxtyCbf/39D5kN7tXE/Uo3Zz9Hl8q+Qd7zFcim4DDZbLlKnm/0+bfQNEeDDYMt9yp5Y2SDmKq858n7h8n6ltLKcjOy0yKd9RI8ZsT+7ierPDh9rJBPU4b03ujkp+Jjc8hAVRpkOzh18tNBF1ElW7ExHKLolrP291eRFxGdPFbMZ312tKD2Pf/zSMwdgB8z9bGTk1/AdYJJZGzEu5H29RqABtnYeDkboUxXTIOPY6LcEXvc3zW6lNZ3k8PX24nugva6DyMLVR/lu4pfvBryZvGLCHbHtk2DLPw25LrKn5EZQFcRanXbB+c0zXvaz3rfhsnXaoP0feu7Htr46kZkjgY/E5mST56JenusAEfN6fwGyk2vblQnyHizkYCt2D65icQ1+QW6VPT6zOdU8kj0ncLzvNCHo9JnPEGePzwbaLRwqwbGxqrS8Wbv3yDT4GuIiD75U4SqPtq0aV2nZO3gDNmQg9C422frxveiFndxIbKRAOn7qqWL6lg7xOxBNHFWPtx+d5G5ZkJ3gzilHBMWr6b9WPvnlTTNgwiGZYJsQpYB8gZkuRl5KohuOPSEKcGUalqMafuNqsEtaOq1ZKIeD7DyMqGMTvphZPEunkqpQv8S8FLzu40xYQfnhXQ1CvYePcXdgCxuL6KcQCzVeHSyg3jCAVlcz6VcSOyk5eNuaJ66IK0Ax9rF4Cpi8cRac/KC8XrgVxFSOdWeyLuQ+lo5ho9yW4KJtdxWdiNaIUumVRPdXPkNpC4Evp1ovz/S/n8BOVqtftZFa4ZsOny8ml+ibJePkM1NBxE1+gGTZ7Q5jOqhk35kIrq9/XsECQkfASsbdGzJZi+6xqrXzyLWQrwbIQ98BAkxoGXp0wr4Z2h9bm2DqT1GdGqW/nCM8kAQPePiNlkT0Qbw3+maH7+B9MNjyEZKTYrriPnkneZZalrRRXUIsFqLmbMKvK9t+6Ptdw0y/1xBvInUuecnKDdjGwg43scJGiOryLt/FXnz+jzgf6Xsw91NYtepwAOE9d2sICbG30badJVl7JlRstyMPFWkGzjJx2vR0/IGwsKqWAMoF1M5oaV0nct7Qjnh2cBRG8jkZHf5kVjTyCbCTvkaypMBdAPrqcyAt5G9JaITny44alc/jISE9xuSPpOPF6vVmZEDiOlG7FHEBq7q6GvbifMI/XZty15r5acQEwpkbMD5yMSL+f4gwxI9+wX0L3y2TaLYIg15g2I3d3MEt6M2/Qhzov3sXkQLF5lZNsnq78vaZ60j7XltkKfP42PIIqFMr6rZ0j7/FprmUWTTbT3LDiIbhf10TT26yEyItRieCVPHhzfR6eK9CVxOHD26T9tjNYGriJlQ+mfTvI3SI2gvpZZpRn1sQZctODKnPI887taRzSLI+FdWZt2M2HhWtyEbm++lxMD4uvWV7db2ebbNFtlM0N7708AHEa+9RfKYIxu/t5PNeb6flPXuejpeR9McRLBh1iPqTmTj/gJXVq9xW0pNdhpBu0xt6qKuLaFS13e+RKF7VP1GqnM6qJeDkvGst98twnKpMU76CMaipDwLe5MQN/Vdu5liZtCU4M9GlM8/15IkjeFIUM8bz/I45nm+HhEZnXI9RIRxUVyLRdKjPWVSzhn12rD/a1+znCe1chxN2ZslYjy90eU1xF9hk8ZkUo8N9UyJ+FE0f+tZdmNQfxufKOq3EQ9K1IZz9zfqC5bLJvJ6qd27nkrPj8gTwxOhDfVh/f/xynP1O/V48RxDtj8qz8+i8VrssyIPHfv7mHhNyi2j5R5LwraZZDz38aTYfrAvlX1lLZV9RLmZlAPGe1/pHKsEZ+oNuPSkCdJSM/LUkSkx1iCycx5DTrCqMYiAZxNiTgcP8EvAWYi24nrgt0aUdRPh81i0/zTIKeNquirfI8ipy5qFNDqxP6G+YuA5/kTqyzkGmKsn8RfS1RAksqZFP3+t/fwtdLUQ/zvd09sxyndjOU8UQ3Qt/SfhmlguFC+fIvODTCi9sY4jZg4LVqzJA4gG5Uq6fCifb/P9vynbYmx/Oa81V72ZrMVYh44WTLVy0PVgsKBw2vvOROr565R4pjmCd9CT8E2UmkcrihmptY1+r1wUR4DfpNTG1O5doTxBTyn5LR6BQms51I+9xnCDrlbIayjuRHAud9A1G+5CzDgPUUa51TINmams2XeOYLt+yNRjA6njt7efvcbV5mP5gLysIxoQH6lccE7x9R/FmralH2jEapU97f33tNconkY5crQsCelPrzD3Kb5LNL5Ls01Xdno3tEwmyc7Z79hVczG0C/faFH/KU96PKH/La1I7MdjTsuXL6Eub7UnH8pR8M8XxTQ4Fz1ZWze2M6bJo+kZQ3pQy38RWNBhrqctSG8XNGaIN30raSLWTWT/Pi89D++Q8lYyzWjfP2zKWfr32+zx1+T1snyypvDPTqdWGWY4WjUocaSNr/a2Pq8QnfV7fWFENo5ajxrbseVm2+t4PjchDmWhVixrFuvrSwLv1qcZe6qN+j61fX9+Zpi5/Sa18R1MOg+G5Q2pjYWrm6r64Pn11qXM+ncZpqRl5aslZUJx8FGPx/hbDoLvwN1CecBLilZFxJqXLpX6vJ1896Ui0ztIzwZ8oVexp+WVkzwiPnLdajFXklLNJtp/+Q1NmxYZsImh6f9K7HMEcRKL3n2w5s/L9LkSTs5Uy1N3+8juznA/bKbvQ011XpsReNJCBv38PfIDMBgolficRS5Sffj9DPMGspiM6DX8PpZbKXnsxgmHJp86meQcZrGo9IPYgeBQFQtY8RXwfW0RLpc/7np5r5oiW6nxEC3YBlm05JT2BT+gClhN1bzMvirl5Ef3alEQep89GtKRR/34J2RPJenwtgv+4C8H4XE32rhp7/71kRmcvf4fMdTYq7pcpNTkqzyZjmq6lad5G9oA5s1Kei2ma/Qh2SPvDHqQf+bnPiraRZZ9dipWd3g0tk0ndaKD7gu+jE9K9wc4+jv8h3ytmpBsbJJ8o+04fqsmwJ8u+66OTyddStqH2xW8YE99lLcWYgpOZhvAPQye9WuA4fb9bPQmPYVVVvEotlk1kU/cxfaKYIvr8w2mY/VW1GXqtxyxpGxxNpXZjCH/howNHEac1fz3R1k7Om5Vn9qV5T34+raeM/7L3+Dp43NQi/WMRreKiGkjFkag2ZSOJ9soH04vyPdTWbdFAlJaFOGJinaUccVo1jmNwX9rulmW4Nrd9NXXbPqqjYvI0mOQSM9KTlpqRp5LUCXImZGyBP6lsoq6yQn6m99l7diOcEJKvkCQpqVXpV989UUZiiYr0ZPsgcmKKiLKi09hdqOeAaAOubsuSyCe+2knJf/9RhDPjVGhKEvDHSPtYttP/iWAnLGfH5xGSsqhcud2zJ5XXSHwBOI9xGBeVGfCHlHwzXq5AtE7Z7VBkgvSPmxEPIPvcvyC7Au9G7OsblNoCfW+vQ9zM72n/RvVXbcasveZSspuzxoeZttd+goybyB5jOR9bd3/qPEJ2p01kbhXt+7/Yfu/Fam4il1rVCPwt5am7QbhmxsRI2U3XU2we1OEN7r4vIxil7xvxjEX6ziLXQtZm6Lw0QwgBfx4ps8at6su3j8W59kyr9fDvRT2e3kbWBt86Mm+dzyyWSJ9pn/M4Gd/XBPckZF6+jRKDMmFJfFaV5WbkqSaW5Cx34OOUQDZQkikZdFC6BV9KF/ymvvEA/4kSKHq8M1gyiPJsRL1rJ42Pk4OU0eb/bnJgMsiDsjYR/RRN8zhlYMAJOfjev6q2UVfeCPyzBa5fRDx4doYsNs+lNBk8m3JxVnNWBBrU3y8y7W4Bk7qonxs8H+B+hBfmBrobjt2IuaNvY2Y3eme0+SiR1AbiHvthuq7Xm/Akh4VykZyHbMLuRvqIcj/sGVEOLYsF74KftLt9460IUNiah34fDe6Y71Pq8RWyi/NLTT2S+U3zmSMgzi+SN5vqyqt5fBAZF3e0v/+2qY9uiMZQ8UO3fT6EjCVa8Ch02YZfRBmgsU9S8IztFA+SfR2Z5r6vfG9s3fvvQLh5VL6GbCKiMtux0De3rCCg/P3tAa1vM2S5jGaU7KwfBP5FUI/9ZHOOp+3/ENIPdUNNW89b0X4kVPJ9HFCnp+y0amaZKil2yVXXxDJoU3/wPDWD1ACE6noah3SX5/pgUl5tOUvZDdcGJhtSIysgN4PI4oB/Y9IYlfWiZhx1NYyCcnnVekpi3vKgSWtmiNotCvp21FzrVdEWcDzdQjuNaZdDQd4WYGnBnxFYOlJhPxS0l81bTTUWqO3NWDXT0FoqgyjqOIlAiBsph3fXdvcmkgOpC9w84u6xZh7/jM22TJHb81DScWABmH48RHlqXx0yY/W5a59oHxrK14OD19u6qqmsz1369hT3LV9PdV238+QT5tn+GRq80ZuL1dxoPz+QfIDIqM92zerelTwHHEwnaf14GqZF1XJLOXUyoTSzqNp6ggDerkbAbp8ga0428bFthIY4ItdKZBp48C6moDt6y5YJsaloBdn5H0U0NR9HYsNomdaATyKmHD2J6H1nICeLtyKn66tYXF2scp/JO5JFT4gNcgL25VlFNFM+v7sRk9lG+1lyJGsAACAASURBVHmFrB2x9cb8fgYCfrse+GWEkOmlJu+5uV/YJ/OJ6vMD5Z8h5pQhhlNfjzcRk4btQrQf70T6iWpAbjKh1y9F3r995hxpm76T7HuR+D5qqjoDdcPMZqwfd/fNzXPeC/wKoqX4FcpxMTPX6/9TpL/ejriYKkmbahE98PR723vOIo+VMxAXYQ8s1bb6EyT0QV+fjGRCaf5aRcbP31Dv4wn4VmLgr//sv3t8C2W0EgXui665k9z+kF2ZH2ufX7v/M6R0NdK3HnS/+XLr5/ORPvcWclv6ZygJ2vlIf3+UPGdtIho/q0EWF17pj22O6R5Ek/ivgUuITeQRMWCeZ5cistO7oWWqpK7bpz2RWa3DRipPgvaUakN1R4RRVtNSupjGGoo+cF6kYfHaHP2tRgY1c3lstOU8kORkVAOJqRulnq7/tlJGPTUdSou5zY45Sdqw4RZMqy6V1i00cm1WF25/mt9INeBbTAjnyz0Upt1fP3SSrwGKvYbEtu9aEo3Rou2s5GdDLsfRqVxPtlaLY8GWs1SOI30HNffXWcqakbH9RjUkfWRjNmkfOJDKsbfpPkfjYFopt5ZhyNV0bJ3GJNUS/In7/lCKtGpdTZBP+3r6vHcz1udHLsnaHvbzXe7z/pS1KR6E29UGRqmcT5VIzva/riv/Mi0xI09Z6eIoJnSjXSZsBNMSazIl2z890Evs3iX1tHcx9bZWfd6q+06JiTYRLYKebEWbowGiJD9P6OZlE9HiHHRlUVzFWxFCqu8y96yYv+9FNAvfTiyfQrQJBxGNgUbe9JIo22usRkWxN5eZe1Q7oSC3COyrGI4DyOkxuWfndnzy22YvolGxLoMRdfuFwF/SPemnNlnczx8SR8z1efp8rEbtHuSkacuyCwnmNiQ+b8WlTMn4p8gF1N+nbfEjCIYBMg271ezZd695fh95vNh+sIlojMbUw+apOJMhjcUjSL9UKv5Vd63VlFgysIT06w+ScVMJCdXwd+S4QG8ZKOd2yYwcGwtKIsMfR9rxPWg8HpEJJYmjlb8CLjTaiLOQdtqLaCpeTpeefgXBW3mxmjQt0+vdNRcgWigbz0k1aoov6tK7l/i+sxBNp4KYj1ACsicsgawdaVJKw1ctZeclq6oVZKjcIWciA+gOsnfKAWThromq/m9DVJMXIOrfHLCrjJUDslDVPCNAJpm5uX4GXGfKtI8S6OdFN1a/iwV3leUY4jNIwH8l5nbQDZNOMB9EYshEatStiMbSuZ3MtjhH6nyQ0iNE47rU6mFV2euUPDFvQCb4F7a/9y0kOolG/BgeGLuOeMz4thsLxFxD1NUgZg9/zxoSz+MSyuB7ulnzLMMzxNxzc/tZmTOPEC/YKrrYbNc7/UJb9jHeMV7sZmYGfBMZr7UNsLb1ouZEZaf1kWyVw+cuulFxT5Y8gMRn0Wjg3vsJZJzrpteO7QjoraImNB3/Wrco/9r970fmu3e5720/+lVyzCMdr7eR+53Ov5e6Oepucvtr2SDHZVoyrg7JTqtmlmmB1DXFeJWl8pJ49suxqWSBzIDUGmdG5ONvP6uJ4UDqxtWopRLcNZ4V1NZh7LVat60wvNbMFV49fHvK6v0Dabx5SM1e1jy3lXc6VAcLZPbP0DgeY2KrKG9EDWSq5kT/PvuAj8roavlNVK0fcaF408vJSmNjG9nrlDl5kXc5Fmg6BB7dah9ftBxaT2uijMb9Zur2hegZY2LvjK3XUTOf2Htsv5dypWCule/2JwGx3p7KeTiab22bLxlXR6SlmebpJNYUI3Klu+LKNtw38GTo+EVETx1vQQCyt1P60D9ZEkQ1/CzKyJX+ul10AbA+nwgMa9WgU8afzrUOykcxdDpWEOoQwDOSiHdila5m4SpKTZR/J7WowKuI2+ylDJu3tireLVNF3+8XEJOXve4IwnNxBXGZvIYDMvj2OKJhsO8z0gJov9BTbzL/TxCXzZuRqK3WzPRxRHXfpznZDvkG8GeIGeT5iHunf4cW0KkRgZVJWd08hzQgf4mAbCMukkR/G1rR0/pY0fbWE/6fUmqzEnX2V8tNNEfYel9JNt+qBnHaXmP5Omw9smtsXWqgWTWp+Pxon7vWPlMYqEXzqJ/lOj/XimZXNSova69dMxw9VhIZxL7KknF1lCy9aZ7ecp/7fAxRL+5rPyfz928YnpCsitsi0L2sI2aO+0bk6ScsNR3ohGpFJ7/SI6hbzyGZkc0jUflVEtm85L8fusfWO6qLFfUOOZs8SY2Ri5GJb+yiGm2qNhn2MvLSICa5f0OXcOsC4EcRLgzbBpe16uoPBPl9FtkgvA/Z6KoJq+/50WfPifMesqfROnAzYha8nuF3MiRR31T5VuTdfAxRzydyn/4runWbAwcNzsebYmbBPSBt/O7gtz9ATA5j66cbh7n5rO0WXfv7iLni4wgG6wOUffARZEM6JH/Rvo8pJU36LWSTxeG2HnauAvi2IL/IIy2SaLzsdR5f70fqdSe5v6wAtxTeMk2zt8W7Xevy0zlSzYfrbR7rwL9D2u0uxKPqepYmmkFZakae3vIYeRDNkcVOT4SqHaD9+0GEmTDaHIAQoX0ZcWvU+0GAcBe7e+5HFpat2Lchn1rmZBzHBjKAM9BLGWVlwv+BbjZV2YW0xWXkie4rwHdS1v/XEPKy19Nl0azJDIn6+g6X15iN/TEEM/F+MjPryTwQJIS87Mfo10BE0vf9HqTdPgt8P5kV8yZEM+G1PY8g7sB2vlnkpK4yRzQrqvlYJzNtTs2EfxbjNA99khCNwDrS/56LsNa+wFxzPaUmbN7+7hfMD7d/p2QQrhUFolo5SMZbXYdoGHWcfBBZHMfWz4K8VYP0V8Sg1hVE66Wa1dciGwb7Tr8ruC+S82ia24k2tHXWYW2HCOD77QxvzLWc/v5dlKDTq5E+dA3yni04Vdmqj5P7mu+veqi6ps17hpCdfQDRZt1N1hK9iqY5utyQ9MtyM/L0limiclRQ1X1kdLiehHQCegyZuL3ZRAf/BDkxHEQYOd+IaFhUU2FBkFsB86msuP9/DQucBQ9aXeT0Zyddb0b4zvbvDAmB/qeIV8st1Gnva/IYYnJRbxw/mdqTqC74ylp6FaLt2G5WzMjcE3mNWDmMeJwsuqlcRRZDu6lU9s0fDvK6mO4iogHNFnmu9oWSf0fMNnvN5vU4eZOdiE2NUd62LCsIUHgDeBV5wbHybPfZekzpYWAD0W7cQB1oqd4xVv6R+f8osoGFDKRctM+qJIRX5OzgmSqr5He7hziIpUrNzEj7/c8E399Bl3XYls978a0Qm/+8qEeYDbho81FTjT5bzdJqZrM8M3Zt1L57PxIo8m5kDrgI8bBaMfm8EjFv2/my632zlI4sNyNPZ+m6/17lrlBXthkSBXaK4ADsaU4Hmg6YKSXyvkEojmu28YVLTelh8BjebbXrxjwkc+BLlGRhvpzWe+MfI+3xRsYvxIqO3yB7MEWTuXU9XUE2iHuQTeP7KBfGPs2ElvWzyOT3crr07Fai96KeKhqJV0/gOvH+AfA5xHTwBKKtGdvmOtlaDZzFFNh6PS+4/yy6uAPNS9vaaxFWgedQhjk4p7Xn6wnWRpOGXOe+tl6n6z6reew2/4MsSCBeI8+j61aqchw9Wcs4HbOYWrnCmAusx8nlxIs4wMNIbJhXEr9HbQPtR3bThMtzZu7pG/Nj8CpWDrbYmb1kvEhfn1tks9pQDwuxCryvxexMKaNTe42ResOpKMbpPLLZ80FE8+oPV9pfbPTzTaSf7l1qR3pkpxG0y7RgqkVbld88qlsJw6w3QkTzbYnVInIqG110uz0V9lXquAglvJKjDV3X522xnvrpqJV4bNEoo7U0xkPhaCqJxBZt+42U6bYtFbe+8y+46z+9YBnnLl9txxpBnU/eg2ctlWEBIuKqh1I38rR9p4t4jkzbfA713KOeZDZ/+71Gb669G6WqH+qfXw/aVmnra2RmQ2WNfo/6iLaBjgEt8wHTzifa3zcT7HfjfF/7Pu11Dw7U03729O5j6Pc1qq/WTenaa2SPGsogajfbJzRSsea/1z1jmCztNE87XoBlGpm6cRbWkkzWh1Kd+VLddO2gORpMOjbmRp+bpea3L9WZKlMq2VWHXA5vdPWzbsU6wIfYN9fS+MVPw4v76/0kaNPDKTPJHh7xnDHlGFtenSS9S2KtLfzn2wfegX8f9vNXK8/wC7OmjZ72HfNM71oZsXJ+JZV9Wsu0kUrGyzHPn6bSFXUraZZiFlBftkXbPqXsDhyV8dFUX6h9Xn/f0x5+gz5Pix0+FnnPlim6Nt8cTXk8K1uynUs8q6tuLHReGnuI0XrvT7ELr+8nUR62zx1xvynNQhw3bJk6accLsEwjUqYXrg38tZR39T5Qm04q9nr93g7AMXweQtc+fL09gUenCk3KQ7I/lXWzk/CYk+688n+UNCifP3XX6KM16cbA00f3laVW576NnH2e/tVJ/Ime58wSfHHBstSeaT/7tn+4faf+2nlbr4hHZGx7ScC83L9q773G8XIo5Y3syQicuJV8orAHffl83VyvQfuizcjfprxZmCfRaimHyRD/T0Sdv51tE93reVa8htLy3XiuI7uZ6wanTMVcuS+4pi+J1rPMw/Zh5fuJ3sGhnt8eSLVQG+kkrRNP87R07X16yITSTpzc77sRdsu7ET4AC+S8DHExs/esIHiJ82maGw19fET1PXf37Wtt9FPKIGQqG+b5q3QDW1lpEEDtuyhtr7sRHINSMvt+uu4+23J/CrH71kSBuS9z33/Y5etdQzUonKeP9hK14QwBHt7fPudjZJfimguqpYo/Tg7I9Vtt+pS7/suIl8+m+W6svT0hmBtvu1cgo5XnIx4jSq9un3UZJXh0TBk8aFRdK48Hz+7LcxV5t1ch3hveFVWDNA7lsxWJ6OjvB34PuI6yX9VcajWf51FiqiAOyvhdZLxTQkC2t1C2vQ0MaL9L7nPUDlttm4SwIFv5JNJ3bZBBBe36vq+g0ofaz7fQxWVYecLMYSBg3w9R1nuG4Dy8S77m977CnTfPbRpI9AgCWP99ShdepbyP3s9LkfkYxDHgl1mysPbLTu+GlmlE6gZe8irB5E4DlpFRT1dRGGsfsOp2d40yDXrVqJ4WNOiV2kynqdTM+FPFWMZENR8tou7X56kN3/+m6nKrjtbrNECfDy5o2TI177Fl0fRA6gars+HMIzu3/3yg0ifW3D2qdr630gZRGjKD+Tbs+34sdmfoHd6bhjVVi9TnZDGz/vdKnvNkw82X+AFfrxp7qu2TOvb7+p8GBrT99d7U7SM1vFTUZmup33wZJYtTKtlKu/NYFERQGZj3ufpEbayB59SkY8esDzapZTiQYk3R4VRqir05SedJxdJEwe/WUte02R27yxSmHS/AMo1M8eBQe3W0mJXRIbuqa7sIZltmnkT2m+fWwHJR1FP72YLCtOxDEWRF3S/PVkDtGDtwNNHqwqS25z4w3nryKtRyEdG/i5ZBbdJ9myqdWKeV58QTWsaw2Gdq5Fc1cfVN5t9I22eq0Ppvt3pf0zcWuDZKETaidl0t6rO/bsxz7TiK+v401fvkPjf2+8DTuhG1BwyPF4swQCnlA4v2PY/ZWKSNNXL24+7ZT6RyLvC4H73GHgT62vjeoGz3pri/b6QYw+H7bteMEmE+4sja9jBj811uRkampWvv00WUnriMfruJuGa+0F2trmq/Qw46d09LFe8DjilHybRVVT6GEAIp6dhFxK53qmZVtW8i+9tbau4JovackqNzqm8+Jg/lNWiAy2maQ4jaP1KBWpkhPA7PJTPPqnwIISKy5EU1N8JMiiTtcBWZOE2DXV3fflb6aiubSHsfoeRy+QXgo209a6LkZ58npetM5F99Nwe7dzzJQnoHwu1h3YktD0ytvg3ioryoJIRr4R8Fvw25BSfq7zIh5rWaq+zjlOWNzGF931lOmzMR3o+ovB9q//a5UWt+kfhy3EDT3In0pxo3iF6fzOcZSocursGQuUYi+Q8IEd+uNp//F+m/tl+c7e5RM6H0MXnOAbJ5dDexW3ZNNhEzyYRyrCkD8VWkdB0yxvaRTUqbiBlEy3AjXTI0L48EZXuizcu/VzX/HSWbYJTD6ItIhF81w95E09xMDhZ6TptnoqR1t27p+v4myPi33E/dsbuUWHZ6N7RMC6auqtN6DvjTXt+JWjUVXoW6afKNTBP2GU+YPDw4bb/5rCpMn3cyZR8C2dn0pVSe3tTV016z+eQpZxw4d9O0Q3SCtUDSyP15lkRLEZkpVOU9dJr27Vlz4bbv6vGUXWm1PWonxK2kE9V2aP3HaBIWNQn4Zwz9HoGvrafGLNXdkse0Z6SJ0n7TF0BQ3UtVm+m1ijWQpH1GZNYaapO1lLV+tUCOYwDIkbkz0mwcCvqvaPJSMS95c3HNjOXnJtXs1ADOh1OpnbHj3ZqWH0+llikDatOTY3Cf+92679bH7jJV044XYJm2kGJVZ+QPX8Ma2IUsWrDt4qGbCR389poDLm87QNdTPBmqSnNsFF+b1I3XLrY1TMxRMylE6m01qair6hgvDlVBH0ix6WjIq2KjJ2+9xqrZ9yeZQIfQ/tYFei1t30bE94WTnfpcZIfS/xhxjW5crdu4tuF21kP7leIfos2ybV/dEOiGVb3MhrzofD5jrvH19hwti9b1z9x91hzjx6X+5vvv4bS16NS27z+RZLxEJq+u6TgV86Hf6Hlzq2wo06h5eOm+u8W0NNM8HSWbXSxT4ApijjgbUbOKV4Wy/mW1/kVkFaiPjmuZLSFHnLweURmruaOmgtSYIDV1vaL7z0YYTD2Nuo9MqnFrlJXzLsR8oRFErbeAV+mehwTLqwVkewSJ8VFS0Us7WPZElRllXJRNxFsChtlpNRCaegZFFNpz872qjDVK6OtpmlcjXjQT5D3YaKe2vdXks0ik4z6pRUb1Zf8D4NUn+My/QUyOtTysJ4Reo202hh59NznUQUT33Sep/av0959D6OKjd66eRgnpL+cj4QlUfOiCyxFT3h7z3YVtGjJX+Px8me27+wzi4fGLpnzWDLoV78pXuM9i7hRWZTUvadgENYVOKdlXX4d4nIyh7VfRsf9RxKvlCBINWd+r1s9eryEEJmRq9gllG9hxaO+ddkqQ5+G9iGk7m7yXsrAsNyNPbzmLctG5ABnkH0IW7X3A1TTN9eR4Fp7yeQpAl1oe8sKXA5GJ3XWCXcBlMN4AfHebZ0IG5S3IxLdCuZmwmBEVv+B9E8Fe3GnKdBUy4FfcPY8G+a24v15egCz2b6HrbncbsmF6HrLAWopyaws/hrggHkcWjj5X1E8DP9h+rmFw/j3wk8TYlquAf95+ryHYfQAyyBgeXRB9u2r49LGum7XrbL9bQSb3H2TcwhaFeE/U8SJ6z52UGwkNA/ASMlbJx13yrsM+ZlF0XSQb5MU7kRdhjYfyWpeHbhJvoBsQMQri5uniFa+k9w3FgIk2n/45u8nBMm3cJJWhdkiUWImaHDf/H6F09T9u5pqbkI1IlJ89EEWygvTjK8iu076NrYu0Hgj8ZmFKeQi7jYyn29Pe8zbJsY195OcLP3cu3Xe3JjutmlmmE0gxbbpiF6zaMHKR65pZ4vy7Jp3uNd7O7Flhb0xd9ezYZO3JEZbD129RVfO9QX3VNGHLupa65h5V53obc/QcVSX3kcCpuvqBgTLXcByKOelziTxRk8s8ibfJzOVpnzmEM9gqDuWoq5eaMxRD5U0OnmK9lrz5IqrzoZTNkF3irRPD1eh7U1fXtdT1NhlTh6FrojlA//p3MkvC3Gqv/2oaJiPMOK6UIpPijcF48233pbb+Y93E1VRrvQwjD7M+DJbitKxrf4SnWxKXnaS0JD17+stHKNXXGr1X1Zgb5LDuVuRzSfbjZUIZIXXy5D2ZaEi1FVaej54OUrqHlPa3n6fVcmRJ7vOVpiz2RDwzf++jPKUvIv/QtMEEeBZZXWxPZRq91JZXCZr2IOaeixEvIvs+tD6a32d7ynIfciLr0xBAfHoVYikJO38zMSGdluNEpEEIt7wa+w5Koiglh4LuOx1j+onkXMo6zRHvDSWVehu53ivUPUHUBPggpcbhM3T7o5b3cnKk4i7xloyzReXvEdPbJW09kklHyF4cVhJd0j/9vmaSVPFt7rWH1lSxhgQDtHIG8H8B/xExgW7Slew5IzKl7BdTE2EZxATs6/gixOxx1kB9VOaIyfjStnxvJfeDDeA9WO2ulzw3vbe9963t/3r9hGgeXMr2yk7vhpZpi6lEgXtUfIRUt+BS691S3+lHVMZdFLnXiqTek0j3fkuethnkty8oiz7XchNYRH8f8Zme6Oz1Ftjo7xmTMkdJzLGQiraW+j6UhL79wSQnfgWr2vtqNPfeeyoDJct3p6e9vkBwen/NI2tMOpq6Xgo1LYK2xVbaOSU5nds2jciqap4lts95zhvVTlhNY0TIFX2vHiSH2vepGrMhDzENqBaB0TWMw1iNx3oaBgCP8SizVOyeM8Om6UB+B4K+6L1X+nhMNoLflI8norOPvF0Op9Krr2+uOxDke28qNSM2oOjSW2ab044XYJm2mGrkOrXATCW76Hj0dx7Uiu73cSJqE3Tpopjzs+WIFs+9xTPLsui93pvGq3PvSnlzs5nKBayWjqatqdszoVLZZg+kcnE5murMrurSaRdZu+GKnhtNyDXE/+GB+vtNjzc3KWGYv6+70crPrZnktC0WaeOorLGHRLePalLTR2Q+mKdyQ6F9N2I93UyZ2bQ0SXT7qY9BtJmEPflrSdxX/YFizV1r2zcy7z3U5mMPGfb3I66dhmIiPZC6Y1JNR9Gza54+mylaqGO3eN8XtB5+4z5NpZdOZHLSDUwtBk53rsv5RYeqlErvoBtd3kuTzTamJYD1mSdTMiBrAzjeEhldQ0neZa+ZFjlkzxtLFvZa4I8pQc8rbT6q5vUeCg0WvS75fqLNbx3rjaPIdJF7iAmezgd+1uStathnueteSmlm+XYySVvNPPA9le+H5I+As5zXkidYW2nzP5fSYwayqUdljpgP7kBIrLxJQOvg69FF/JftXfPi0XsVZKl/FSy6QmmaSEi7/zoCmFYAovdSsDFqbP02kPg8Lzd5Psp4ci31ZnmQDFy1z55Qj13zYvP5uClXg3hfTZE+bD20fHttIu8FIsBiBnNr22l7aQyZ89vn/hRCHKdeQHvaOr2YrofUJuL59S5K+SzwBXJ/sp4gM+CvkXek9f8m/eDTd9M1Y9TGzAfb8l5L9m6z92TJ5txr6Jp0H0DGq85Fb0dNKiLXI23jCeCudc/Ud/UTSNvbNrTmwuPB/OaB/bbO0reyd5AlnfR9fiknIju9G1qmLaauutOeDH18FXt68XEa1LwTmRk8vXt0CtJIrRbYtpYykVONy2TYH7+r3vUnP1WjemDp7cFJpwZoPFFCLwti9eBRb2rR64e4HfSasWXrame67a08NFF59qWudsmDRTV91fWVqA9aE40S4EUxf9Sct7fyLPuOvui+U/W772O2/3pzSe09Rf2gZuarcfco4DKqh+etsG3sr/PXqMkmAiWvpXLcRZoRq0nywGhL+GZNRjWyQCU4U62OtrPX4GUtXZ0rZZ66Woc+Knabp9cK+7wtIFn5RyKCshrg3GoBLRFhZLJZaka2KS01I09XkRPCJdjTWVfzAGW0X+/adg35ZPazNM3PU0bW1HtSm6JTlZ5ojyJAvInJP5dNZEqfRsZKty630z2l3tfWe0I+Ec6R0+JfUGo7IkCj8mP8EFt3c9c22YPwHFitxwo5irGeXFUzpbwtFwJvpuRHUM3PWJCngpG966E9/a8A/4vLc45Q6R9FXJitnEesRTkbuJWmWSdHJc0i7+1W8gk4AY+R0o3t7wfIJ9EEnNW+wzupU7BrFFzVeM0QwHDXnTK7WepJXF1x1fV1D+IyDl1+Fno+QwZKeu3he+nnOenTRqy3ZaxFz03kkAQ+n93AT5vP/n1dYP7fRLRtVrvSmL97EY3PbmCTpvlo+5t1GZ4jGrPfQtr3WWRN2qeAf0bu5+reOyGeg24jh6qAWLtg++8qcGbbxz2tvee42SSPnwYJFaFj0Lue69xm2/4j5Ii81s13Helz3X6X+4Mdf0tZRHZ6N7RM25i6mocDqQR9Wg1IBNjSk2oE1rIRelPqnkS6tvNu+WK8yPi6WMDhWuqehrWefQHxbJq3950IhkFTFH1Xn6Gn81lS23fZJjV7dV+5ffuXEZglb0+NHUWInac68HEM0FT7Qy2ImAf3+neoWI2+dvB4iG5Qw/7+UzsFL6oVO5Li0AdbdZfuA9T6/qNtHT1rqB6W5XXd5TmUR+Ty+0TqYojU9d32Q3WVVdDpehoz9uN3qADkCOQ+TRnbspm6YQW+mjIuSzUjFgjv63zA9FfLFB3TISxdf7clLTUjzyyZUmoejiCniO9GbLMaiGovchqPXP3OIu/8lfDsOOIyp6fZ+yjZJ607n7efT8gakBgvMlwXteG/nRwELp+quqfhiFQtkqYt97NHXLtBf9A+xbBA98RtP18M3E3TXEJ2GxwzDhNyqvxD5BS7x/xmcSjyHprmfLqaBsUt+O/6XIn/HME51OptT7znkF1SFdvxNvJJcULpnr2CEvOJtuijCImVtmVj8rFttLstU98J1GJWVBt1JfAjpsy1wHop+A1E0/BKyvaO2tRLREhmycMeIqX30zRvAH7cPVvz1zyUVNBf0/fshLgmawC86J6+fq3B5xSXcQbdOu8isyqrBsprCncDRxivOZhSMrXaMtk2sIRzHhsEWZPye4gmEKQvnkMZXDOhc5PMXXdTarxWgGtomoOuDhOWOJITl53eDS3TNqfSpc2ftNRGW3PZq7moepu3nirqgfm6p4XF4zfkstogVDWUvveyWSTVcBuqZVFsjb8m8iBSV+UhV9obzfsao8XRMnlMyr2pe6pe967yeQAAIABJREFUS3Ewv6jMY5+rJ85aWfUa73Zt7e3eddprLjy26UDKmoiIaCx2r+zinvanEtc01BceSv39yOMzVBsQaZ2OpGEvLcVr1Mqmnl41nFEtkNx6isnc9N2MGStrSTAiY661brSeeEzT4QXnM/UG895dkafZEO7ncKWfRJrjG4P8tV9GHjlLHMkJph0vwDJtY+pOwpE6XzkN7PeqQt1n8qq5ZqaU/fptcK/STNNVsR7a0oCNg2p5PoHI/VI3Ekcqk0pfmqeSY+BA6poytI39d3aTUQPIWeCegg/V9XJ/yuDRaELvAjdjbo0jC9Z5KFng86Ekqu/oOmtKsOYRvyG1rJ9+s2s5KNSM40HK6ynqd3Hfs8EbpyP6Q22xs8nm480nEQ+M/Ry1rW0ba9qz/dlG97XmsSfM9V93z6ttmHVzGPF2zExS80ZtnJR9v9vvff/tAq2H5wA7r/nxbdvEH5i6Y6ebdx+NgN8cDh2I4s3xMo1KSzPNM0GyOeQcSpVmpIaetv+rm90MUa1/AGHvVDke3K+ySTb5HEHc7B5x10wp1buXYd32tq6qfR3w2tYscz4CpvNsoB9HwHoXImp/+/uY2CwN8Ko2/wicOEPUvb/gnqsxY0DU7hrHR4GqZyPAOG07BXNaUVfGTQTkB6JKVmDgc7EAOpFP0HVvfgViCvuZ9nNi60Hs1IVa39v/1va5KaW5iLbc+qxEVtMroHXd3GPBievt9XMEfPxyspnpGqTv/B4Sw+UJxNwFkXkQzjR5W1PiKgJ09CY87/Ks136IblA9bY/PA99PHkMNsenMlqEmuxDAsDWxqllJXacT8Dvt9de0nzfQuCnwvvY6BWn3xbJRM4PGmrqBMmaPdQPvWyM0Xo8G1Jwi/VLbb4aMxfsQE84dbo4Zljy3Re3xGWQcTihNLnPgT5DglSoJuOBJF/ycd6YuaJqjlKbfS8hMskcYZnFdmmZOQJabkae7lF4nm5T2bD8h3WkGog60axCegFe2/vs2Om/No+AuYNLiEn6TPAlfTtNMEAr4e2ia28gRO1cRz4n9C9Uv40F+A5n8dWG7gRgbovT3EX8AbVk3kInjLIT7I1qkdyGTn19sE8KB8tzgt+uLiWrxCeq7yZsubfuDyDvSTd1bgEfJ3inKexDhf16ORJd9PnVq7TnwNWQRU3zGbpff3wM3UEZ/ngK/C/ycuTYhuA9dIKIozz66qsrDwH9DFq1/6p5/BrLYNsiC/cfuXu9dcYH73Iev0Ai8/p5V4GNtXa4iB67Thfdgm7Se15IjN+umyntEaftGnDevRjxVjpHxVBeSN3f6zAnZsyaR3+tQkDz7/YSyX/4o3QCa6kVnyw3wn4Avt/9rOSdIG+hfu6m6eYGDhytpx6PuegQfsqct23GzqfKRc+8GfsDmhuCFJg6vVcd6LDcYp1SWm5Gnv0woFzB/wgOeBGa9+8lfskusTmwWcKYTpl1krEvcG5GTVKLsQ3vQU2qO97JBnsCPVyNfDsurTBnmZFIpK8cQoG1f6HU9wX6+/XxezzOP0Z3UFXx7Q3B9PZZG7Pp3EAES66bmuylPp29ur7mNvOivAO+iaR5sT5lT8uSvoEgFGtrJuCYrwHcg7+cjyMblIsp6/yPgvS3AUt1M15GNxozcBzSGy8fazxo3Jtdb+pztWyovbFPtNK/P2E1XC3TMfb4DeL35fBg5UVswpcoK4gKubWj72IVtHfQZqtnThXfa/q+bKwuifDfSR617+YysLdR2s9qhNyGaO+tOuoloRFSbBoTu8fY9QLd9FVy9TiZCVLGbWdXw3QL8Et338QYk0nXWcMih5H1kV/ataEAjmVBuFs5CNiQ6T91K07wEcfOeUmoMJ3SBwx5oP8W3ZTROM2kblO7IS9lO2Wk70TKdYOoHvqXCRhzfG0U8Vfu62mJr+IAoHXI2Xuu6uDX3ty4GoEbvbgGUQ+WcDlzn3UEVR6KxXrw9OnZtLummI2zNgVRiD2yeivHZG/x22D3DAjS3SuRWI+fS5DECNbdWtdfbOCdaxv1pPGDXJ43Bo3kocVY3VkgGESvu4UuVsmq+h9r3a3FAa66PPJEEzGnxGlFdFFP1hPtOCd4soNdju3wU6hpg0te3hv/Q+lkwsC/Xunu+uuTW3oPve74NlAgxDvcQjfEoRcDQGMvmXdr3pv6Ivw8meDjJPHK7eR9dF93u/DpMYbBMW0o7XoBl2oZULmg2babsSdAXDM9yJ1h+EZ1QF1nc1pN4I9jyaFyWrXjT6AJWe95mKtlCPZiwVvaIHTXKWzdl2ibRxu9oZeKNGHBTqnsd+XztQnuX+y0C49X6QVSve1OdXyUCPvrfIy8N27b+2iFAaHSvTRttma3HxmYq4xBZXpwofklfWjN5WuBpFKCwr7xaDhuccJ7gUE8f13Fm+9lWwN524+v7kfUSiQCrts4KTq+11T7X56J35Rd0fzhZpE55/oo3P/pM3VQMeUz5dFfQZzbMd74PDM9dy7Rw2vECLNM2pPIEsZZkkYkCRvUj2bOnhGoAah41fpIes1mxqH/rbjkUMbjvBG61FT6ir17jCbPGJj2FW9fUmrufp+OP6PRtOhDUtc9lV11J7YJx2D3TL0KRq6lN+1IcpVi1N31tptqGiDhLN29b0c4oKZz//kup7Du1DYtufPSdR8H9as89EeIy/V9JvaJNa6zBKfuAX3S35p3R1bbZkA1R+3pX5bVU9zq63ZU5WviHiPB0bG1Nw9Ctg/ZZ3URthRjOeizZOcpv7OLQC8t0wmnHC7BM25TK07j+9f75nkekZEPtLk63p/jUvpWJe95OinYx8afZmmtw38LezaOckDZTV1Njkzf56IJ2qDNZ1idfGx25r9x1ptpYJe1PnRsub3uKHnon3dNdfEpWM1vkojlzn7357mFXxrFJF0PdQPv7H0rdcozNd+iazTTOrFfTFtlFu7b4+r5wcrkouvwZllOkZsY52tNevs/VYtf4evooup5Hxm7y6xu1bv38ZkQZVvWZtQPUmP4ydeX3v5/893eapiWA9ZkiGdym6PPIm2YFuImmuYPSZfXNNM3v0vUo+GngOgQ05uO8zJCoodCN2hnJDAEBKrgSMnD2t6AF2TbNpQhAbErX1VHdY0GAlvpcAbepp44A6pR5chX4x2RWT1/O5yEgQQWRqgfEj2IBv6BtrF5I3rti2l4VlVtBj/2ugeI1NCGDPT1I9o8Qt1YbKVc9fmrAzzniogrZVXYFeA3wK23dd5trj5m+9BEyUNm66ipQ1gN2n18pQ5/MkLb5tvZZl5n8bb4K+lRw5TspvY4iqTGs2md/HHickvnUX0dbJgvs/mvg/0G8qn6Qbj+w7ugzc+/JZ+ks+5K6vNbc/WnLdi5xZOe+CMnKctuYe+fA3wAvaq//CbJbv43DpO/97jZPnVPsHNCVptlHdutW0ajcvk4JYSz+PBIZ2kc99rKCxKlS1uR5cM2SZfUkyXIz8sySCd3Q9TZ8tvJ0/DBdL5ifQxYmL2chrp1eNoEPIBPMq9rv7AD+tfbvL5E3Ao9SLjJ+c6BU5hO66HgoA1Zdj1Bzl14FmTvALlQ+OJyduFYRvoKLKDdJu4uylG6tB/Furl1q+vL7MTLsSvgsJHS7dW88RrdNtQ66eKurreWSeAOykD5Adm9Wumv15vAeSb4dt8pb8jVkkXgh5QbTP0PFclbc3H73juD5fhPRR3mui+gcWSytN8mfIptv9XbxAQ6n7bXWpT57vACmD9iQCtbNWfPYPun2R+vy6inVVXSDqXPFZ5BDiW7OZ4hH0Tnttdbr5BbKTYiOm5e4Z6gnjLqpq7yBkmcnXuhLd/JrgzpEG3Et1+dJ6bo2j5cjG9tHyGNBrsmBIfUwop5PDXnzZKn5zyk4S5Zy4rLTqpll2sbUBUNaU0UK1K5RsupMZQr15hvLqOo9Ziwy3eMgHnX5RCHtVd1aqkK75o8DJnkTTc0+XFO1R7ZhVd9b+/GpC4bVzwBpvUm86Ua9JvanHBZA1eBjcBybKQ5XPzaNeYay20aq8/WUcTL+e+1X91bu7TPHLVrm/SmHAegCLruBHLugxu3EgQz3F2tW82NHx8UYVl7FElncTxd4WtZ/PtDua6buts08gHoWPMd7uHwxyN+y7PrfFKtj8/BYOju2k/levZ9sSArL9ro012xjWmpGnklSnsrPRFT4ql610ke+ZE8Zd7V5no+oal/Ufj+nJOhKaLAv8GRFVkvzLa4cevJQ0YBoK3jNRDec+JvJJ+afJQf08kRTVubt9ZZPYkYOMW5l1T3vBvP/qVDTTsjaq9QmDYRnWUF3IfXeJBNjgai/9yB8G3rKG6PNWEV4R7aq9egzm6h8AKlfJH+LEGudR1aZS8A9kSldsjmQun8W+E7GBUm0EpX5EkTzVgvsOKXsv8fLHB1hVzY9bH+fkWfdSja37aHbP68hbjfVZKom4ULgIcpxpH3hUuDRdkyeaUtAOadYScDv0uVImQEvM9dtAh9GtFQSPDEHv1QN3R53D2SNxRwxK3oixFWyKbPGV/IOhMjRmn4TYvr1fExaR52jJizNNdsiy83IM01i7IiaQ1SdmsgT10b717NuAhxrbbS/bb7TDYNiSDJVOKhN9wbqpGNWfHRN3Sxoma8hE2wdJk8EdtNiF82hhVDz/X1KvMeYe1V1mzhZavZSpki9VY2d2r8rdInaHgL+M3Wa+SFsBZQms1f1XbhF0U2vmpGmCMHXs1zZLMYhIYvU2xB6/UPUF9SGrHr3G+whmdElYnuEEpM0obvoKFZiBSGFy3TiQ+ye2ysTujiPqfmsC3okappV3NGbERZd/V7njVVkI/AuYuxVQswdx4EXkE01DULi5g9LPmIuiMlRF/3dZIboPlMhlPOAbwdlZH4teRN0DmKWXTX3vqm91jLeqjnqHNMeiTwPnYp54LSR5WbkmSkTShDrg8hEeDYC1ruivW6OUHofRAb+teRNCsgkcqXL2w92sePLRBNtXMacUnUT8h5ES6Gii9IeSsZVnTA8DXpq84kWLJVdlDEtpu33V1O3q2PKpzE2Tu5pSNrzFmLQnW/TFyHl19O7p0fXybWh3HQm4OvIqfCfU9rMI4kWobFiT9kHEEp9BSVfi7wXC4bUe3YB17Yb7CuoiwVG921EUuUaqzXaQFhkf5Tcly5yGIEJ5fzpNxxTsuZkxsldtKZkwOwc6acTmoZKP9XNmo5/yGEb9iAL8xzB9fwdsil7gbk/6gMNckDRw46O/RlwVofFVOI+eXbUCyg3A1BqBx9H2IBVPofgnRQ/BeXB60vAu8lxonRzYwG99vmrCPbnIbq4ID2IKG6kxAgt5cRlp+1Ey3QSUn+odhv909uWvUusYg5sXtbdzbOJHnbXfrPHjmzT15O41Kld1kfk9Bwbh1IcOVbt+0P268iV2HJ1xPwKXbvzybH/19uzL1n3Yu8SrLwzvh31PY9xbd1M8IC5X/OYpjonRUp1nI6ypyoORHEtNW6QPpI1X6dFktZ/5r5T3I39fi1lLIOPFu3HgmJ+sjv3yceM6HitsYgqtsLWX3ERNffwqH8siie6PXVZTCNSOn2Wcuzs7ekPms/+lPEi3o15jCuyupWrG7RlDPaYt9KFe7vf4WmedrwAy3QSUp2sLKVMD9+dFLsAWF0wFAxpAV0RqK+2CdpK0kl86vJZCyZHO+HrIqGcAJb8a97eqxNW32bM528nplPDGdFtT08drmUpN5bdxSciMPvqgu9nM3UBkJspBpsukg6YMt+YZOGKrhsCxipRnGU+HZMse68dI7WNkS5WlgX2aOqGoPdgzQPpZAGg60R7doOq7Ws3AZvu9xprrfKFWEC0BVEPtXFEkui5Qjbd7wrUHsr3gaCdLcDZ1lGp/COeIwtSjTY19UPcMm1LWhTotZSnh0wRta33k1cb6kFS2o9XMcrnS8n8IQ1ia34u4lJ5FqJefQivohQ17FnAJ+FJlak+034eEr12BVHRvpqsUp0j4cgj8+Lb27/vJeNJvNlB1f67KW35Wn5vn1ZRu/M6dCIj5zy2WwQQ/KvAX7R/Lwb+HfndriE8ML+MvDeN4gsCwPxtcp29HCd25QZRSR+hfG+rxJFtlSNi6yLmvU8B/wb4GWJ+h3nle5UVBOvyxS2UJ8I/XNuTz4Rs0ltFMDy3mOCQkMegAouhiyHZLrHlUUzVJt4FVXh4DpL78Cal+ehsYhPXDDFbfRKJ/L0fCU7XZ9Kz4vE4DQJO1vfp54gGwRL99Ih8/wkZC7aB9NsLKd30z6VppoiZRueFjyFBNS9tx9lDlHiV3SbfjyPj6RJ0rC3NM9suS8zIM1EyUOwmMkGWkpTdN+Le+ygjvp5NFxCbPQRKz4FNZBK2EUkhxo9E332KTCKV6GJUPoDYsK00yEZoQokX8ZOlepVAl6RqQjwe7icD7Q4jiPu7EbzDyeOMAN0gXY/U6XpkIbiOpjlIHFnUhlu/lOwVEck68D/IuJsZAtr8LDJRX4hsPCNgsxVd/BbdACQy98z7KCP/WpkB30A8sewzUnBttGHqk03g2cH3u4Hvp/QQyRv5fK8FTUrE6pKX5noEc3UHwtVxNSenz0yJCQIVH3H1AJHYXqRPRyDXOYIpeu+T+Qvx35QSZ5OAbwL/gJJgcMXk8zUyQZleo+16mNITpqFLomf7mfVqAfgC8AcId8lud99VdA9ELyWly8znKaWnD+Q54mbTdstNyEmS5WbkmSoyGd6BEJyBTJ6vQhby/skpkxPp5HaMEtypLqYaintifk8IuOvFwI9QTi5+0foQOWS9gt0+3yaQU857KTc1R5GJxzLCNmTXytrC+UnktPUIstjmUPACjpwSu76+HAFOvoM8Wb+K7QuT3icTcrueAfwGTfMOYhdRe62evM+kTnTlF+2EMLIepcviO3T6/RAloVqfJETT80/afH+R/o3MKsKS66V2gr8D2Yj5uS3avOwiu6v76xSoqPnOgbebzd9dlKytDdndfE7TvIe8kXxtW6atkeENSczeeyP5QHAGcANN8xnEM8R6ok3aXPwCDrnezyP3fclLQOD/gQxKbSjdfUE2B6rZXAG+FZlPdJG37MQXtt9ZTZsefB5BQPivbr9XojI7B5yHgFlrWlj/7u8oPvk2FJH/l1qQUyM7bSdappOUunZkG/Z+GIBlwXb1yLJPuN9tXBVP2qXYExv63d+rQe4sBuSQe+aBwJY8TxkHU4tL4eNiREC/KKR7dP+pidwZE5/FAdfid7AIAFbt9ItGu900bbcV7MiJ4E180rg6EW5kzHMUGxFhRSSabf29RH1m/Hjb3j6jYOCINK+LfYgj4X4xZUxMhKnReaUPM7Lm7t1MGXuyL5inFLgexYTxc4MNIhm1ewTU1oji3YjXy7TjaakZeebKhFJbcYzs/pfwJE1e/OlbVM5KEmTdNCektD+kQBd17g2I9uMDiIvdneTTlDwn33sROX6Kal6OBaV7jNLNtEFs/B9p6/Zk7m3yJ+9dxCRmU8QMdDblSV+1Niqnhl9A2uY2hKpf23w3+T34OB63t3/VlPB4kKuSRPk2UbdfEC2avudEXTMyB65ry6n2+JqohsXnlRjvMvwgYrL53sqznkdpLtTTf1RfWy41w8wQl+/nU5opQTk4sonMz51RGykW4tT0l66p7i5K04fVXJ6N1PP8dlz+PGIuW0Ha7iXE78SbR2Z020Kv2UXX9f6y9vvXtu62E8p56jOI5vJWc7/mZcf2UQTDcRPZFK3P1r62gbguH8FrMaNQDl7GXLOUbZPlZuSZK1NKO/JBZFDqQnbLkyRN4wbdWZQbEbX1ToHu5iWLcjW8sjWH2GBZb6Fp/j0pXY3E0TgQ3G9NRor38Opg2t/fRGYjVbNQbZHT3xVgeJxyIv9DyoBcd5I3RqeSX0Drb8nPdJHdgwQ+vI9s7lhH3rPG8fELvW4wlOhrbv5XAOA17praZiRVvvfX/FckBs5ldAGvHwR+kn6SvNSW88Xk9wZds99r2mu1vl9GMAzPo0uQ98n22VeSFzM1W3yA7mYEpM9OKNmAo7LqBuQupM8coZ/3Y7tkQmmqO0Zp+lCQ56PAW9t7fqAtl3Jx3ICYcmtBDy3b6iY5AN55iBn0brJ5SvuHmvu+jswj/gBg56lpOydZXhC7qcnmJTkE3UyO1aQsrFeQN0yZGRp0g2Hz3Ww3/AfdRsVe0x+8bynbIzutmlmmk5i6sTEid0Pr0lbnz+iaU7quvd3n+3gy64FaNSVxuYtMMlaVa8vp77fJui57VfXM3b+WMjeJNU9oHmspuwNbfomsZj4179G6K1vX5JS67aEurmPbqeS/GOZp8Wr5jdR1qVbeBu8muZHgwYRzu4zf/Zj0cKWsUd2/br73JpfSvJXb/N5Ummy0v9wbtINtfxu/xNb/5LqEdutiTRlr5n17893h9nvvbttngpmbPMs5I/Oz1PhfNKaSjZsU86/INdZUVIu9403KEY9SjU9FXeBrnCvZPXiZTlra8QIs0ylM3Q2Ft7n282csStpUPq+2EbHPnqfaBNDPnTJvf8tYk7IMNuCZxRPY+npb+r7kNyNd3o9TsyGJN5F9wex0wzLU3jcG78vjDPw90cLyVfPbRpJFLdrkRWl/+2xP1GbTIriSzRQHYPQp95Nav84bkj9JwiXisSQeS2TbZB5cc/KxI/WNpeUc8ZirKFBkSl1SwYh4LuLs6CMqi96X58ixG4t1d+3hznvqa4Py+745JLXPqvXXU3f4OE3T0kxzOkkcG8K6yqlZQ10VJ1jTy9YCfSmO4VFianMV7wa8iXAk7CMj7hXz4lXktuyldGP1AE+aICxfCGTX54OImlav39N+9rF0rkRozU+2TOma3CCrpyNq699p/7d4EyuZYyKb6dTToiY1rImln18hm7fWEDV+n7nsp2iax+hS2KssQkGv/eC7GPYAUpPLPWG/7oY2iJ71XxBczk+43/TZfa7kJ0e0Ll3eHIlXk93F1dT1awiPUBRC4Qtks8oMCWT3fMQTy3L5QDa9XEnd3BZJNtmU43QdmTt8XvcxZPKqz1NTcrynqIz6nb9GKO2XclJluRk53aQ7WVngl3XVW2UI5OolL2rHEX//NyITs04sdmFJ1BeMv0YWFI0hoXEhvoQE6/L3qr1f/7+BpnkOEkPm/ZSRP1VmwKcRThO97/uQSK0H6crZiDvg6813dwTXbb/U3Q6Vx8ID+BKy+XsM4W94g88R+EuEF+N8Mr5EibL6cDaLyO722X8LvLD9zi8CL0Zcimd0wbWbwJ+QA9Zp2S2PhQWgJkoX1b4+lvt3jJnyMZkiOYZsRpRXR5+n5fks4hJOkP/Jlgnl/L5qvtegeJvIRuQ1wf3z9nsFbifg8jafTcSdW8GoOkZnSHsoZmvMpsQG2rTjdA85Vo3m1ZAD9Y3Hcdj3K+7VFg9iRaMzHzTXnJpN5FLYcdXMMu1gKtW4s1YVnUw6YK6t08Dn32vxLRTHoGaQJ9pn1dTvEUX3mKS2cfudj4vhr38ilRiLWcq2dZuXUoSfesxI9x14jE/NzTRqw4hO3qryfR+wbbXoO/HvdzNlSu7oemtu0/sfat+D9ptDScxA96YcpsCGL1ikbIr/UHzHeso4JW+S62s/jaey372LjVPWT7r4sMhdV/Ed1jTpx8s8eD9RnTU8hGI+bL/0Lr19aTPlceXLq2WMMFDjTF6l67B1ZVYXYn1GFN5iMbP0Mp1Q2vECLNMOpu4E4Ad8jVfhiWDgDtljFcB4KMULqL92CGPik4Lp/GKqC1ztPl2U/CKyP3WBius7NjHFm70NU+cxC7ECSGu/ayyg2jsZ+y5qaZ7KgHh20zH07hWHYhfPtTQcv6Svj0Xf53fcbYsaRkR/e7wtY73PnIwFLlpw4/J/MWVgqXIP+fp8qaeO9l35Z/mDzSIbwwOpnIc85sbG9bF9RAGndRBsF0SveflxdONJfUfLNJiWZprTVUR16dlNIfMzbJrrJpTqbx8uHeoMpir6/Y8h6u2+vmfNLklLXLk2Ia6jtyDcA9cGv3t18cPAd5BdHi+j5GTYhaiDPfvoCt16nxzpmg4mZPU6ZJfca4nZM60oPuDXEW4Gj33Rax4ms1z63/4n8A9Hlz8W77o5QVgzrzLXrCIut3sRk5zKq+mq/vcg9fGS6Dcpzeiy+KrsIjMLf5DSvfsrwHe66y3vhrpfb5LfSe4zgkOpccSciEzI2CF1974ZYSm15f9u8/8qMg4Tpaj7dE0eRnAjmYVZsB4+rlPfXGBljrgF2/nAjtkVxOSoZsozyW7s722vsaYi367WDXsVMbf6cbQBnEnTHEYwKeqavHTpPYWyCNBoKc8UkYXuN5DJRCee1KY/J9Ox70MAZcfJwb4gsqHKgH0bJTlYJBo/RHEgg6Wlf3Js0EBlsJ8uZiDq48+npPvWidmX3U+ucxbF0fRJ0+ylaW58MsCafD5A0xxC+Bp+BfhEu4idQ+ZQWUfIoe6lfyMyR+zf2tbXI4HkIlmhJLpKlMHp/jzIe21cRZ+8/t8+ObHnwG0RcPVn6G74LFjSyiuC7xoEX2Tlywhp2v1IcMFbKuVsgH1tm19I2Ue/i3KBTchY0bGxgmy2/4O5RrAp8o5vJQdgU4D4iYnkq31DcTSvQ8btEaSv1ORIlKP7rPWft3k9aH5bQTYhV1FuJhQU3hfYUOUrdDErX3OfLzD95TGTvw1oh/luYu690JRjhox9HUdrCEj5FuTw8fr278kKaLiUPtlp1cwyneLUj+2IkuUjUXfNWH0Z26nnwXcWn5EWKEtf8q7BKQneoJa3YhMsNf0Qpfn2cUV0Ves105V3P1ZTxRgMx9HUVVNHVNtjVepfGXntPME3EhxJXXW4N1nUzELK/bCIut+XwealmCWLHbg9xS6ttt2HnhOZlL7kPkehCsq2OPE+pHifkoK+zhuzP/W7U2tSs6ry7kTvyZs5a+9BP8+D7227eNPboZTNQRE9QcxBErtyxB5FAAAgAElEQVSqe86VvQkeCN59l6dkmU5qWpppTj+ZUKop+0RNAZmJsD989oTuySoKtOZp1h+kTj89VqJ776Y0AdSul/IJC+Ub6Lpq2ntsgMC6DLPaTihPYNfSda9UzYSeBBNChW6vUw8U6L7TD1O6BSfq6vAx4k0UNdGgaa9w+YsJRNT66q1Q0+zofYt68Ngy2Ly+33y3G2Earb1nvWdM23jKcxAPFStnI1qIZL4bozUYkgmll9jLkRN/otReXo3UeY6YITQ0g2c8vg/xJrOeWc9BzJ9nEZtWrZkzas9E2T5973MO/Hz7vF8g9/MfB36MpvkAoulTk40G2AMx5VyAdf2NafvVU+c86l41/xkJ8lcbu0s5CbLcjJx+MiUvTrrQNXQX83UkrgNkF9su90ic97OoL5BeEuIie8PANVBOZH6S8zJDJucxspu8wXg3mbZcF3rbPqKabhqhj442HT5GSGx3nlKGLL8gqE9Ddj9OyPt6SVD+36bL4zIDHiO7BV+FLIqXU/KtbHWxHyO6gbLPeA15EzLUN7ZqRv7vSIRYK9YcOUfchftEKc+H2sfGwFH5Mt1Iw7dQ1mfr+KPc584N8vwwYsKbmv55GBsfKos30/w50jfOJeNzXodE/n4PssE5g67soRv9WE2Dc2IOk0g2kY3IhO5hYTfCmXM1shmZUsYhapD17PVkfpe7oGoKvhjpixY7ov+/Afi95UbkFMtOq2aWaQdSl+VQVbCq+v9qysyY3sUxq0zreddUulGaphIpb1k8LY14RMvtTQ42aR72uz6Vf8zImf+3ngfW/TfyYvCMqbELYs67j6VU38nRFLvdqpr8sKuf9Qqx5VRTz4GgffqSL98Y88la0A+i+/7/9t4+2M6rvA/9vefIMqG5viRXiVtycQgNTUh000jFJU6wvV2nJbaDIfFk5rbkSiOM3ILr0ZDEDOeP4PH4zlUmDmU0YA4N2Bqrl37da9FAY0RLxpsQYqWA3A/RGDMIqgaCi5o4Tuqr87HPun8870/Ps571rHfvI8veOvb6zayRzt77fd/19a71rOfj96wG93825U+CzzbcvxGN/uMztovX2znKMWJmaj/H192zNm8CmC0tgp/HcRSc0sLX0gr48HpGwg1FbnkG5eOpNFlN69PjafjdpvnJvmNDoeIMC58WUefvcWzu6/SLrMy9Aq1cBKUelrs/+E7zOOj1ZSicLJqzLOx2oVa655gLgPwS5IIYymfCTZy+ISupzqGRPzvuI887Qm6CUujQTaCkp6/fm3bwoUVzSPiyC7Ply/Cbjq9ndE8/bt/ux/dgmi3kmgIl+SOOpzp3zKy5dDZTxq6OpIiPeE8slX0kPA0VW29u1t7/gL8rc8RMfy+9UDyLr5cd3yX3+0nKQ6uH+rwm+G6GQ2SoTBNuh4WtvA1D7wUPDkspFow4/x50nzf69+e5zL0CrVwERRc6vyAcS/VFcNUtkpHz2Cyn6W+4vw9Wnunz5hxMZe6MWjmZlJPgbKUeKanwUCNA8kLZ0RQnWaPgwpNZPRFYfn9uFCsDdfROobZEZFSenyFKHsbNm/X9dnBfq0Wzm3CtnpbTwRJsRc6LfiPw5X/MOM4pAQ+nUptnN17Pk+EF2oiMrybMcvzX0/AGTTK0unAak5bxmkkqtStRv09z4JxFo8jiBbpp7/HQ59HvpnHjRN9FGsnVNDx/JqY/IiI7v6bMh9CwFcy9Aq1cJEVeVL/Y2tO1X7TXU6ku9ZoNf7/oZBKdiCKzxZp7jr+PvV+0iHr2xdr1KUVq9Djy4GyygkZu0onqPl01n29CUTRJTYtgo3JshIUlj3qiWGhzIejoQN+eTGoesEkFhzQJX025EDB07wtFqkZTgh9P9hHNANzU/LhaAWM1adTJclITjAoVMXNoSmIqOp00M63th+Xg3csTVMbzjUIPTW1eOP52onk1H19Gwk1LnljrB46zN8NQsJwkEQKHxsV/Nk0g8lpCm1nXm0Gt5s+378HKOncqRdFHQ+9mK89pmXsFWplDiU9h9oQnmoT8Gm+uiTQjKeWblV0guHFPC5fkhuJPgXZxHDpRUeXuP/fq62mbn2dljDYHb/Kwi7dvU3nPeEysIOZP3FyMfd0fT7lGpNa26ORsNRdDG4Ttc4Z7T/N32UzZbAjvZn6/lspQUCucWi2WFSqj+c1Q9aNJN/qoLivmOT5sW2ni5R4+M23EJMxnU0CyZjPf/5aZNPJjsveqaUCWU94PNaGLxfsf8T1cN2WIwdbWi0IctY7W78MK3DZFQLSulIJfOe/L96KVuZS5V6CV57lEZpWSi6CkPS9Vo95nxJ9OeD8uLrOYSVgiu3Qtf0Uyz7FOin7R8857fmG2QkzNnHE2/I223zq48gS9knSjjxe8vG+9psELAREXCttrF+raol8TymblG1GtkWqZhjaYIU6JWjsvdPliUu2AHT9qhKhB2kyaAwrYNc1QfuIuhRYK8/7+00w+nFt2Y/Z+KqdTKXR57o5xKnPKcBxozlFzZV7PaKy8yZRmJc/3Mst8sIeXpf5e1vH4iaQaqyFn3vy9j8d02FesleettNDeFx9GyPkt9gB4K8oQQaGUzsNXD0D4Bs4A2IGuuwrCjPhoTz/NlPapLwwbfgWEuvkwlJfBZ4dNUFZUpicnJhA+AaYu99hwv2dYZjL/P2zacmfwbLZ7AuDTAKTt536RHkXXXQflN9gB5XF4BHmo6gKATwH4QUjY8ilIFtiH4MMFpT53QceEfcCQUs/RcCviEOAOElK9GxL6GPFo2Ayp6NtBvouIp4X9wuetAvhtCFvtTsiY2lBPZm61dP6z0oIP0f0/2/Dj3ZD6Wjr5RQgXyt3QOXUJ7LwX1Bh3FzCdhn8d2t87kfcFQ3vH/e8si+gQLP/JdnBe5WHd/yu0zy6FsC17vASarTkB+DiATwJ4C+Q95ty5FV13AjLHbSj6duTj8meQcOpL+jb/laAt9h1d67+PwrdJrb8bEn58rfluEZIm4N0QThFfDw8btk+M+7Zsh4xJ+V42PP+YtzTUyvNc8siNZ1KdodGrmO1ppXRYlXt7D3d/KoqSVPlnUitiT7BnU93eTebJml1aNRJ1R90oKVuU3GwW/5DoflZl7+8bmbhq2p+VNN3MRV8Gb1Y6kaxzXv7sWbQiGykPw47MZRtJHZDpKDmrj8KFiqbZjIYl8r+x/iDekTryY6o971TKWT79fWpJ5obaNeS0ejCJxmBII2b/9qZQmn+G6kBtRKQNO5nU3DXLWJ5MosEZGjtmVZ51PGsm2kg7UvrppOdgvW1l5tI0Iy82KAnWCHpC3gc94VKjYJlB+d2lUKZQzd2gbIdXQAmgeErmHFuDsCd6ci5iAuALEO3HovvsmwBuRnmK2oDkWnk14tORJ4BaQv0klczn1wJ4pNeEAEquZNtltRj+Ph6XQImb9qDrRpC+3wMliFONjJyiP4hcC0T2zCuD+1ssQsbC53z53/rnXNOP1y2uTcD0HEBMolc7vXcA3gVJXvdNlIntaqDGwObC4TOeS1K2b0JPyKwrT+V7AJyGshV7puANDJNGXgEh6DqCnPU40rwd6X9r2VQBnCMNS9Ax8mRxfA+f7u/xO1CNja3fNgCfAXAWokk5CXmn7H3eMtAeQMb1x5CTGhJnoIkHZ9GEkVhtCE/OcB+LT0PeEb++8J2w2o8dyHPc+O8bnmc0YeTFCFkE9cWTTZe06Scg6neaN3ymVi7gVMdeBlnkmOmXrKXrAO6AqFovhy4su4IabfS/95vtYv/3Wv+9/Rz9M38E8aK2CuBe5OrXsak7zHXr0MyfxHZIn/wAdNPms/1ia9v8AIRC29LQr0E3orf2zyJrJOuwCOAZiCCyAyJIvdl8P4Goyl8XtJXQDKT5RjOBbrTboZljuanOmtRslk1mwdRxFThnshsyaVjzFoXC8xVCHoNShA+BSdMOQTbyK1GatcbI5/q9/e9nYY+1qQOeQj5/ZJwplOoB4X3Ix5dC6gMQgQXIKcwpSK65+4wgwsEy8jH7Q6T09oqpcqHvjyGcRSzMfwZlhuAheNNdNObr0DbfBB2DfwRZQzYgTKn2ns9AWJfXoOZgCnJjV4cx8rH13zc8z2jCSEMunDCDrIDU0IC81LLBSxlBNr13Ic8jEmkGboTMtb2QxfwN5jtulIuQRXsdOX00v/sEJCOq3xAtzfca1KfhCLwdWBbrA1A7O6mnx5CMv3Yx7SCCQyR8eHwc1MAIfgd6kr23/37Ut5vPoK3e4k2QDZHXko58AsmIPO3kugDg/0G50XgNhc2nwjGzggCxgpL+2/9mCH8K4GMQAddvjDXM8htqDOxvNyD5RD4K4AOYTkG+CNn4XwfgNoi/xBv7z22GatUiyvzhnLFjWcMCSn8sIB9nTRfQdY+hFDYXAJyG+judhgj56rsl/4qGUn4HlOkV1gCc6DNCs51RfYfG9ydR9vk6gD+BHDi8H1gNkc9TDGnPCLmv1t393z9jrl3AcK6h6L752DbMF/O2E7VykZU4eqD0OI9DTP01nq2TkQX7+/t5uzXD+CKmzCEODJaY0l3rbKN5eM+rzOf2Xj4iaIgobX+l/+j5z0iiqF+H2mPbPs2ezxIRwQ1FGdV+W/MjqkUvRL9nhMpmaOefTbF+TsdnaCuLjT7hHCyjxvL3pDb/v+o+n+bD4sPDbXRO5L8yFJ49lP15kqazyzKSZla/G9/WqEySzMlZImj830vu3bVh6OMp9yz91VJlXWjloihNM9LgcRny042c3kSTQP+QnQA+hLqq2vqd2ERUVh3KE90bzXULplgsQrQrFgkaRcPT0XYAd6Lr7oVPVCd1/lXoSX8RcpJixlFvRljo203zCqCq8YT8RLaMrjsJOV2dQa6SfzUkkd1nUJ4aFyFmha9DtUfRb97cP9PD1oN4xv1tI41mMX/UEhxuAHg7VJt0GYBfgWpXU1CfDtLfV0955hCiNtbAZI47ALwTYtaKErv5e34fyoRp1Mh9EF23G1bTJhqKQ5V6/X+IMkLrczmOnFcTAFcYjaSd12wTTXc0F24Ho37K6LhbEJvEZon+iRJmDuGVmG6uWoAkDVyD+k4R/j2y8KaVEbSdixjWSk0g2kgmhWRyyxPQCKI8geX0LNsNzzXmLQ21cpEV0VgkU3iyHyLH8qeab6Uy6oMcGUNEWysDp7eIf4HkU/7zL5o68TfRPVOqe/+TfIqaHEYR1E6OR9MwCViNun6S8uicg0F/1vrD3uNUX09PjV0jtZpGHmfvHWsIpM1DmpTa/NhMsdfOemJnxFAtSuV40uiTiG8mmiNW61bjHllJs2uBvpw0AoXvwlBUWI3a30a7rQXjfyGLjaKaxocyyxyoadOUFE7nWqS9rJVxKvmTqKW0vDpWWxJHCLbyvJXzTdHd8EJC112FrlvqTwcPuW/vRX4quwSl3fjXIf4FdIL8HpSnsK6/z6hyrw2Io94D5j4EHUQ9tgH4/uC73dCTFh0Va/C+B0w/vgpxoBtDHHpvg9rao7q8EcA9EOfCCN/d39O3rYPY90eQU9kSpD+nwfPC/AAk2sU6zh6B+ALZ39LOfy9U40Mk9/caRKtzLYCT6Lqj6Lrj6Lr96Lr9EN8He7KNnGD5vPPFX7h6+TpGn9Gx8QTik/v9fT/vdXWrRf9Qw8O+HUPG0vr2rAP45wB+KmpEgL8GiT7hu3Bp/3dtnpM/5tNQ34xL+s9Z720A/p6pl++XCYAvoRz3WcB7cf7byLJ1iG/Qrw3cu8YnEmEDwO5+Xbqqj4IDhKcoGn86zhNXQ7Ril0PmMPvrryJ3ft9nNCJ5hGDD845mpnmxQ15GNWnIgncblKTrw/1vGAJpN+51AO/of/NxCHnXTyNW9Sao2jW6F0N/fQhvgpoXosVrKHJCyM5kU3qd+/yzkAiA1yGP8PkPAP5f0ClQoiyo6mfEECNhaLKxqv0E4HFomCPMtV+AmGVeCuAXoSamn4OYYtbQdQ/0v5/mDBhtWm9yf1+OMsSXbTiFcmH/V+Y+1vy1BxLSTQHzdSiJ5hD8DUgffxYyp/g9x3QWXGb+X7vmv0MEXeLnemFpR1BPbnTL/d8PI49aGqrXawAA6vxo53uCjikxAfDnAF42cE9gc/3xNeQC1NXIBX8rLPt70vT4OOpRaEDZZ9zo/fj+BYCvQIQ7rhO/hM2Zegj7nm+HzJe3QQ8LqxDSxXXk7T0BMR1aIZzh2fJOyXv3Wug4Afr+jtAiay4OzFs108qcS5l0aih3ynGjRpZ8MeVvaqRm45QThtl72Wyc3rxzvir+PNldblKwToOeVOm4U9v65x9NcSI8+9yvV+pEdT+TddUyk/rcPrMW//uDKXZ8naScvp51Y0I478z5bMws3jTHZ83ahvMt1rxoVfVrKZ9jm8kce7wy30muF13v7/FnQRunmZ/WkzqLkhjw2YzJUHtJBT9OMkdPpDJpnS90sp2W88lSukdzcqhudH4/6q5ZTuWaEZGn2Vw2ZXqG5tg699LMNA1jyKnAUlfX8OPIT103ZqHA4vh1PYDfQq42XQPwExAzxmcg2g97L2pFRihPsX/s6pBMfWsq4Qkk1PYA1Bntk/01dK4lzff97tr7+3q8BCVd9QbE3PJad43na/j+oM6AqvuXUVfJ03HyMEQlT9PHBoA/gJwEI3wtqOvLIKdJ309rEA2N//3bICdSnjzpLLnZdYJ1vQ0pfbj/7EHIiTxhWAtwPqfqCH8V4qx4CNL+BHV+tCdrWxfOjeg7wM8Vne+fCH7L6+3nE8i8oknLzoshLELJ1lh/Pyap8vck+G4aboSY/H4UwF9HzmkSmeJo2hhDuWVq+CTEkfzXIO+jfZ9roPP7GYhTKsEQbNsX6wD+s7v+5ZD34D0Q4rbr+v+rA6uktTiI5rw6NzQzzYsds8fbj1DOl4jZEJD4f0AWhk9AeD/2QxfTd0EXrA0A/77//7i/xkY2eH+PfwfZFGie8QRj3HT+JoAf76N/boD4dNDUkwC8/1yURGmWOoi6oHBt8Pm0zcT7pQxtuFx4KXSQkG0N0u7l4JpVSESIrQcXasuySjMRBT9rClpAvR1WgJhlA10H8E4oN4ZlsD0ffBticpnWzwkSzfId0OiRXcjbNmSa8Bw3FqchkVqvQkpLxtfgDGL+mwj/A2p2IkleFD12PvDt+hqAfwnglzdx/w7KQeOjXDYg8+wYcrMWvxujTt5m738DgI8hpYP9u/kWiMnwT6DmQS8UPg4RKncjH5+Hoey1zDNzO8Rs8wiUoO21EObY68361oSOiw3zVs20skVKqWqPoywis09pfuG1UWTAEBfCSsqjClb7vw8m4NuBejalYbVxbsrRNviIollK9OyNJOr1EzPeYy2J2tmnhqd5x+ebYflqUjX3JKmpyech8jwx59O2WbhKbKTCNNX9+ZSNJCaEocgVO6e8Gt9HgqwkNVHNUtcHUz4Hz7d9m829wjLLfDqZykzaT6Vhk1Dt/WFEWpT9l7+xGX6nZed+IrjPasrNJwdTbvpaC8a7zh1SZhKvm6BbuSjK3CvQyhYqefgpF2Fukp6EydtkfWKq/cFi4f0YbNnoF26/YdAObBddf52/l/3NurmvrWtyv4nqZMvZvl9OJvU1GQpVjgqFiCgZHgWVaffLk4LVbOHPTkiYtT88WZdvzwk3PpZoblqhb0P0HQUy+iH5jY/J/JZTnsxuOdWTFNryVMoFaU/u5+sSJRS0/TPtmRNzH0uCdyyJYBQ9nyHDrOPZ/jrrDzRO6n+ykvLEgZP+e76zTKRXqyt9nZZTHgof+T5FAu1G0vB4rg2+36wP0/R53pLhbanSpZTmrZxp2GqQULt7kIflroBqUEsgJCj/L7/bD0kIR2/5O1CmpbewyfdsZEaCkkiRMppqcEBVu+sAfgOSv+JmlBE6KwCuM3W7FaIankYWdQrAL5q2P9JfQ/PMrJESt/V1t33LdjPSCZBQ4J8E8L0o1eWfh5hzdiDqc4ARVMxxEuUaSVCa+KjuUSSNh038xzqcgZrXnkJJW88Q7ujevi4JEv1zI0ofCo57B+m3B6FmwgmAX0VKB8/9OjclEb5eEQ36AsQcdqBv136U5pqoTf8VwD2gP43MtSUIidisc8XOVb5vl0H8Ib4TksaBOYe+AYmqYjTJJ8C8TToXGHV1E9QseNi1KRr3aFw6qLmR1PWXQUwyr5jSpjugxGRRX34YYjLz89lHBMJ8JuYb9V9quBgxb2molS1YYgKi9eTVoENkQuU9VvrPptHM10p08mYkhz8B17QLG8nS3stJa5aT+nF3jT2RzppOfX/QZ6tJTr7HUkwC5c1myf29kvRk+kwqNRX29Gz78VjS022kbq+RVUVjEpnBatofe93xJCdlnrQjLQgjk3gKHychf4s0X0MRFF7bZrUZjDL6L0EdvUbQzyue4KlRsPekaciaHVfS9MgV299D75sdJz9ea67e/l1m/byJy4/xV/s+X6vMiZRsxF1pZhwnoeK3UXVWO7Oe5N1gn9g5bCPzjrlrllL5Hi65MW9akousNAfWhvPFv4c4ifJUJE5sOUYoyYToOLYH+Ul0W//9FTg/R8dvIqf1XgSwG3IashmKl1F3UuwgvBEjdN1hiBPpkFMj8VoAv9M7742hnAU8FbMklCfLjyGlnz/3V5l5lafEEbruLZBojPshTnoP9lc9BXEKZrsBzdCb+mdbMieOSXQKX4QS3/0AxBnxh5AnIasRg0X3itKzjyr3QF/fDZC74tzdux0QbZadGyQD24u6gyydmdcAfATMBCvzYB80g7IFuVh4wn8pZF7635zu77WEfN4m1rr/7BSAd0CiSF4B5dL4+0CWUTn1dQREU/FKxFmuee8z7rM9EK0itYR/CuC7UPbLtv63j0LGIiIo3A7RZNwOzfLstZLfD4ny4RyLcHPf10f68lYonwfJzB4x9d4FjbJZg2hmgFy7So0Hx8jSzC9CtDCnTLsXAZzpNVBsS04H3zB/zFsaauUiKbOeGGZ1ZM1/G51I/WmMp9yaQ9+00+LRyj39qTxyAqUN25+OqTmYhYbcJzyrUcN7p9R6fw/7dbBuz1Se44v34aCvjfcB2Eilo+B4xj7wpXQQVk3VkO/LRuW6yPdkKFlbxDcRceGsJTmB+zbT36BG/e59p2ptoq/DtD7kO8D6TRLw+ynWOuSaSLkuGstUuf7owLtoi9UuzuL/FPnIcB5Y6npLr29p2+kbFa9F+TtR08aspvydoBbLanlKTW4rcy2NZ6TB2lzvATA+R/kdY4Q8XPSrqNljlYchj+kvw4Q3ICfwQyg5PIihuboKoTe/DsJvkfrPGXqslPeiRbBcCRMA/wbAP0B+QqZmwWsQEiQM0SJPAkjOAjkJbrhrz5jnMAlaDWPEFPKAUunzVDvE05AAHO7rZcfkOsiJ3VOiv95df3WlDkPYgFDJH4Boda4y84x+CMn81oJ8LCNtwbl6f8H9nvwbnktlI7jvzVCNnPU52oDMPaY0WIEwx5LzxYP1/hXoOGyDhLCn4Pfka/Hh0f6ehyH+FdQSLAC4CpIe4GOQ0769p2hGpF/vQxl6T83OH6LsiyflqelRyDz4UP8M/7tb+t+cDu7vMYH03T9BzknCMOtboJoVeTeVp2gNynV0BHXOjzFyKv4IixDNEvlLVk09iITGtHpxYd7SUCsXQamfwCNtRxRpsjlP9dJngH4K5+MrwigbH7WjGpth/wrV6sjpaVroI0+vPOHR9p/bsrWtD06552p4rUYUHEx1DcuGOQUeNe3yz1sfHB9lxB2KCDmacr8HW6LPH3T9PqsGx5aDrk+G/H2Y/I7+CxF7bkrKxum/8/5FPjHdxJTk/m/7aZZ20R/G/t7OA3+fU6n03bF+ENMio6xvEPtG/ZTyueAjj6wvU6RB4RzkWHnNDsfDan1s+G4clTdU8igZ1sFrZCZJorXsu1n6qE17VivPW5l7BVq5CIpuGn5DORb8Nlr4LJ/IrKYebm421NdvEqTTHtokU3APz18SbYITc286xk3j3lD1cik8lM66s3F5UIVs1dd+Q2AoZ23DsRTyNAnY7x/cxByIQi5teyyNP8vpNN2JkFwVXnCpja/l8ODzazwrKalqPxpn/7v9QRuOBWPow89ZJ0srTqHHzsXjKXfE9MULyOsJOGjG4Y+mtMGnOqiZsHz/Rt/TdGWdQtnuyGnavrdRWH9kZvWhzBRaogPJLMLINOHLFjriLqVcAGy8IxdZaQ6sDYA6TR5EzjD6vei6q5CrS89A1K8MV5xAqZo1vM47h+WMlXTKXIeopo/0dWDCq31QNX6kKk+QsM6XQhOVUQ1sHRmtGcMm57MhinTWG/V/Rwnqngbwl6AMsiOIGcY7ZdoMrHsgDqBDSH0fXA4NZ74UwD90v3szVNUcgX30ETDsUUwSd/bf/wK67kMYctbTOWD7fwJNNMjPt0EdGYmPQkwIb+j/pgnhJHJn3ptQmucmiEOnOb9o4hgNtB+IafLJOru7f+5G/7sdQOF0+RBKh+sdkNDka6Ahov8MMl4PQUxE74I6KDME+539PSPm2Y2+PichbMLX9J+/E113CsAHMN1h+vMgwy1gx47Zn7/L/LaDvJ+cux5vhoRHA9JHEhpbN7v+fBa6n4fXPoI4LJ+OvHug83OE3GyyCODvQEw3DAceV+bsGcweAn0J1GmVZqBFtIR4Fx2aMNIgkAXtUxB/AS5auwD8LrruHZDF804orfoEYstmRlJSNXPzuAtd9xBkUbECCAUBChuns0UVeBRddwIiWDyJnOod0A3sk32droF65z8E3Ti4mTLvDSnQz/T3ttmFbSQQN09AF9HLzO/KRUwW4iuggswCZON+H3SDBsoNkJvYd7s2fqf7mwLTEJU5be3cHEb9d7WIlhLa/7avboBwwVja8nVIjqGXQ/qcGZvZ/gmAHU7A2QXJgOzbRb8G7xNkuTnsGKxCBQubyp5RNewjCgaPQPyQ+NsPQrhmVqAb532yFh8AACAASURBVK8jz06t2VulDQegG9qe/t4j5LmLNiARXV8415fa9tdA36sFiM/MrciFsEsh/jWRIEI+E26ikj+p62A2653II56ICYAHIILx30bcz6wHfTtGGJornCc5Rqjz8aS+HhRmbQZeRhGRsv9SyBgJR4z0Ie9Pnpq3Bu2ogVw//H3JU9JwUaAJIw0WY5R5VLZBFocNlAvlyyALzCXAucR1FDR+GrIR05GQmwGguScmAK7ItC+yIVjBJcJC/5vr+zKCbhwnoQuXP13xGfwNN673mucPbZ6A5OZQSB4baiASVOBYhGhUbuu/p6OlxzZI0sAauFF7QeST/eeP9c/xi+sY55sWXfoRiE+6qf/3o9DU7Y9Ak6lxzK40zol7ESfcsxqFZK737d2A9vE6xDH2BIQgj9fvMs8g4dpDECHCz+dfhoSs5vOjnqdpB3INXRQWvQAJ230FJIHkda7tfm5Ec+E7gs/Qt+d+yCZ6GVQwArruXqS0BNncLfiOrUIE8Z3IBeNvmnbRGfT8NAa5MO7HmMIToI7Ll0DJ79gvFhR8L4HML/ah12ry+n/V//+vAXgCwJ9DnHJPQd75d5v2nQi1Pg1zRxNGGhSyGN8OScZmF8taVMFroJvVduQe7pbvggsemSvvgCxG+yAL1F5j1hkhV21H2oQFCN/GHqT0dthTWnxqi2BP3r+CrjtlFqna5rkAUWvfhK57ABKZ827zPTdVam+ugCzse1FPFrcA4H+utBWQrMUvd59PAHwWZBGl2pwnZVWjH8CwunsII9TNJ9sg5oSEkv2U//85iPr/MHJN1eP996+Gburf7K97BMD/hPyEz1OzfT4gghCxHaL9oLZtHWJeGSE+QS9A5t/p4pt4/oyRm/km0AgkrqFWgNoOEZ5e6q6Jxtfiv0KEVgtqeI70f38G+bi8uxccf9hd918gXEBP9n/vQK65+gDUXDLufyP/38xcydlPOfcXoGzANmHiXqhwDGhkDfuTphQKpj7ZI1COp0TSxWysOyCRRGw3TWQNFyGaMNLgcRJKJsRFZQ1qKrD4Kfd3dIKvPWMH9DRtVcNj83wKMFx8rT9HB+Ct6Loj57nR2rm/DcB9RmMylGHWElb5E53ddBYgWpG3QcJnr4eYbSxRXATvs/J9wfer4AbiqbDFpHDo3N95SPVsGD7pEtaUBcQbrffXSVAhxGrgvr//dw9ksx3atGkCA3ICrmi8xsiFCIu3gmkIppFf5SaXyyEbPIWDEUQLZ9MYdBCBihszx+wQNIvuOoDjEPMNzTCeKj1BTvekbl9CPB77gs9eCTHNTCBCwCHkmp0zgeB1PmaLEXKBywrk90NTK9zS10G0eAIK/RsA3mu+2wlm0Za1Yh9ibdkGgDvc2Nn62LB3NZ+e35rR8BxjVrtbw4sHI+Qnln8LUXmOIFwEfwDdMK2KfQ0a18/TDWH5Bsj9MTa/V3NNDuunEJlsyNq6WYyhpy77LFsv+7wN6AmTiHKocIPlQrjQ13EZ4lC6C8OCSC0vC+/9MQiLp9jRZXMibwZ9de5EvhiPBp4X1CDjAiFrLJ/v68rvJwB+F6WT7QZEe3QMKqCxbrWD0OtRasKAfD5xU1039Urm93QyJjfJp5Fr7Ww9NtNHeyHjuFee2PPJiEaNHDe2nyjMfwEiFC5BHMR/FZJXZgThcPnH/e+9VqTrPzvUb+hXoHy3AMlRRAHAXgvTxuvM9+LTQ+6d8r3bDMbI3/vfh471od6M+ZsQE9G7QSFIxuZQf48FiJBGRtlDEDPv+yHzOTrk8LNbXP1tfegvdti0XbmHGi4uzDucp5WLrNRYU+PvyTppeQQs14DN9lljYmVYaxSGy+yi5Cvw4XzDDKbT23k0aWimrb/PTuq5RVJQyLcQfZcGrksJ+PbAd7ZE+WtsiGly/24+U2mZ04PhtZ6h1hebJ+aL5pqo7eRnie5j+TDWzDwjwy7nEMfDs4wyr0rE3jocIjt7v5RhoWXYq30OWUXj59RzIEXjEOUTYltqOYM8O6xnj312GW015HvF1WEtAU+4+hwz/eXfF8+cyvoPzZNa3qso7D5e01q5KEoz0zTkqDvxWTxo/r8fqvHYAfVjoMlj3N/z48U95fMRcnMNUOZ24Qkzmec+Dp6sREOwOVu3PPteaNZXajAAdbjl/w9Doi3YpishviP+BB852Nnva/hffO2C38tpVjBCzg77WxC/kiuhfhNfgA3/nB1jqJlsHWJaommB947awlDYI5BIEe9zBKjJ73D/u5uhOXUSxCn2F6Bj/zBoEsl9YRgRtc3Uhc+gGW1n70sx6ttUC1ueVWU/Rs0huAxrTcj7aRvErPc2E5km9ZJnj/t7WmdhmiF4L/a/73s+h++Ix7+DODlbRuVF5BmTGTq9edOFOpyTNdbWf62/56vN58x7NEJpOuP19B+h9i18MlRDm0cAqQP2HnTdHshcm7amNcwZTRhpKFFzAi1TdR9AbYGO73EFZIGAWRDGyIUPQB0vrwTwJqi5hknE9kEc9t7f/y3hgptPfDVC7ndgwY1AVL2WW0E2wzeifH8Shn1NIg4TfufvY0Necz8RFRhoB7+p/9xuyEMROrNiEZIkzzow1zYHcs3chbqp6bMAlswYlUJq130IKjTcDOu8mUf50AzGPvJC0gGIicP6zrzdhC2fj/BabmgyL+5C7k8VjTUdf5chY8c5y7l+BySMmqHz9DHZBREmDiB/RyhQPQwRqPm3dyhmUkUrIPo5aEPbN4sRcmdvK3A+BaHMt88hzrh6co4/hVzopXPrNyA+MBxjvh80x2j9S+FwH8QsdvA829jwPKAJIw2bwQglKZQu0ECspZDFYQxdsPf1oY90VDsEDRPeDxV0boIuWBMoVwg1KfZUPBuXRo4xylBmQB3qdkFPcjZTKKAL5Z9CeEISpuPPINEirPuQk6YNT80jAGRjPAxxkKVfigdt45uNjLgLKqAtQDZH69Ac4THIJvt+6GYYRVb9ZOV6Cqk7odofjvF26AkXyCO4AImWOATZyG0UDqNLFqEkdI9WBe1Z4K/NhXM/ln/Wl4TcF8SG9V4K8cMCZM69A5JjaYScm+dvIXfwBHIBjoLyZdAQaN6TfC+3Q0L0vXZlAsktdb7agjHyw8RhSNj1boggYufmAoAP9QKlj+7hXP+guYakdd8E8LOu3hRGHkCp3Rohjzg6n7Wh4fnGvO1ErVzkpaSJju3MER26fudpvDdSnCXV2uT99z7LKHPPrIXPnNYW/SzKdvrlVPdjqdnmJwl4umLfZjmR6n4FvlgfDNbF5tGx/bCSSr+R88kXFFGKr5s6R/WcJKHxPuo+P54k46z/vc0jFOU74bjaz6b54rBPjib1MaC/ke3PC+srkGebJa17lBdo1pw1a6ZvPOX5WlI6dZs/Z8l8HvVbzQ+qfOb594PSx9f9c3y9Sp+Vcg5xDH2fbpi6l5Tu5by68GPfygUvc69AKxdxqTtK6qaov40d/GSB+tYMCzGdSNdSvrGyfNUsutZxMa7PcFvy38t344ENwuaO4aYz6waT+rpGaeSZsIzFCjy1hG7clChE2Xw2a+ZZw/1R9o/fyNnWKLcPHSntRuw3upOp7nzIPCU1x81kPo9S0vvC/D4+EduFz0WiwsDRVG7+B1PpsGnb4udEtMkumef4Ph2n0vGXY3Q0lXNrnIadrvWZs+aVivuiJrjXCgVOfRfj9tbqTcfmusCdj9NsCfhamWtpZpqGIYyQO0oC6ljmyYPG8P4jEo74mzM+K0FImh7r/77Nff8qiB34MHLHRdqXd5z7ZZQ7I2/LIoDl3nflwxA19kuCOtH+fQIlBTUdDKeFx08gauY15Op62rtfDc334omdIuK1bRBV/M9C1dnbIKGb9u/ZyZ1knKyJYwLJjyOEaWJO86as34b4dACqaqfjbwcxp9TMUJdAzEEPoXTcJBbcv0NYhDiInoUlehP8DLxPU+4IOzsp3HD+lQQxo3iHzVobor5R3w2Zk59Dnivq6uBeNEPd7O6ZKr/3WMe0vFIR1ERlHVetA7p3aLX1skzNgPizwNV/A/X5808hDuzjvi65aVjH9wTU1LV3pnY1zA1NGGkYwhhlZAs3yH19DhlueqXHetfdNXDvhNyhbRHCovljkA0l2qS2QzY5m6iPbKdjAHbDkA2o666DRixY/5BFKNHZzv7ZFqSxtn4qFvSLsBwqCeWGsIiSzIo4Dt1srDPmBBIdQ04JRuoQL0cpGH2z8owYuUPuLe7bx2Aps9Vfg4icWSmQEEOb4AKYFE0cN9+CfNM9H3SQ+bIbwsrbf9r5OWn9PFhn60g6JJiQwyUCHYxnaUcydbb4j+7Zf+juN+Rj5O+/EHwe4V9D2m25au5C192N0u9rBBXy7kLsuHqkLzaxomWtPQx1bOX78boZ2mTxd6H9wrHc6P1iTmafqdDT/EYucjRhpKEOH0EgC4x1mrTOZpHHuicKIx04IzQYOsrwTi6GOyAn/TshJz67+V0LFQKi6JQ9yDPgquOiLFYfQs7ayeR/ln7+P0NOVNS2jBELR7xmDZo00C7A0wjOPIU3I3gWIUyta5AIIuZh4Qn/fojQxvq8F8LUabUbURbb/slFVNQh5HlL7o8uC+AZWmuRRIAKbZ0pl0IcT89iNi0Tn/l7yBM6EhSS1aGxdFgdoczsvB2a70U2NZ+/pNQeEV+C5EPhXH8IeV9GoJDpBZuvnzvlCy5331MbV0tIR1ga9Wl4Enk49yKEcOyac5qEfL5wzPlbK2RYR1KfcNFq2ey6YeGF+RoWoMRlubZTkjba8bVRceMZ7t0wJ8zy8jc0ALKIAPJSk/nSzh9lsiSzI/A33D0eh3BJUKuxCIlYSeY3oqoWlsafh0QXeCya6/nvqF80d01px4L7/83IF8YJZHM+BOAeyCIMiHD0MVdXogPwdH8ivw4SGVBL8mevsZvNBMDnoCyU1ELtgpz27oCw4d7Rb5QHoOy3ByDaBYsbyieeGxfP2roLwK8B+BSA24qNWE66E/fZX4cIQf7zGnhS95vNGxFnk/VIkHnHXERWEHkCOi46F2J20TFEAGO9KdjaE/R9wXU+ER2vPQMJrd0PmSsnIQL7pyD95udBggh7D7jvJv197oGEQH8WEtZusQjgPwX1sPf4EsTE9gDKuer/XoUIrXuQR3d5ZloK+JwvNinipyFz8/RAvU72h5SdkMNA7RA8y1yyeZ8uQ6mdY/TXet++2wG8B+eTFqHh+cW8nVZauYhLGWFBR9blFLOUXuWu8Y5sR1MZkWOZNNf6+1r2xOOBA5t1qLWMnLaudOy0kTPHKs50vo6lM66061jQppzFUx3npjnxzVrIoGmdBOlsaOt42l13fGAs6Uw7e/SN9K9v02oSx+LzaVeNVTdqP/9PZ+JoDOw8tHPBjw0jS44ncfCk46t1Rl1P1tlVrptlPNf7OWLn3EH3m5WkUVJ0AqYj8yzPmObMy346mPKIktW+zbM4SeucjiOebCG7chTtxc9XksyTaY60XFeemqH9th1+DJbTZp1xW5l7aWaahiGMUKq0U///A1CWzk9ANRh3IbfHW3wZonGgf8QBaPbV1H/2TlgSs9IX4ssAvg5NojWCnHZtXRNsxlCFV6HbJIDb+v+zHdYZ9zJIAjfrOEskCMvlHnTdzVC20gsFakgScj6VsavjR5FnEH7EqfzvQu5UuA7hcGC227pNXUwUt0IcNL/LfHMJhIjKYpq5JQH4JxAt2WWQ/qpxmGxA2GVvhPR9Qmm68L8/jNwHQtol3BZR5uSfgGgwboeYanjiFw2VaEg+jGETFNtVmjikz2hOTJD+pVMln7UIMdlNewYwmxljG8T0+X8D+HvmOTTvcc48iTphGVlvl6CaDGtGRN+uXchNJff1fX2L+9w6b/Ne/wGqyewgWY73YdgMZbU3gPpqsaxidlbdhosITRhpGMIYZep0vwCtQzZ+oHQMtMmp/HUJsmnsQZ5UDv3/6e/xSYgphT4mrwTwgwCugaheD7oss/TVKBlIhdIdkIXyMdRIpADr+HgGsknVFshFiB/Lte5z2vfZns0goYwsmECjbsYo/XkA8cV5OURgo1BEIY8mLaKD9IHdnMbwmB4R5TfHb0ASt1GVH+EXIILoXYgFPIJC5SehPh03QonnAODfQAQA3YgENlPwGZSCNXEJZJ6dhpid2G+H+rlis/HWsArpSwp2lwJ4H7runZA+tfPyp5A7JFv/pVn9ZmbBAtR0R2H7FpTRRnuRE5b5jXyMXOi1mYdXIQL+3zLtuQTiu0EB089l4uvQ8eH3b0E+PtG11snb+pJ1EDOqHCbOJ0VEw1zRhJGGOvIN7wwkcmYfdNGlcCIMmvlp7xRkoSKN9Vr/9zXINQ7MbQPoJsPT2ttMbdYhnv90aI1OvNx41Y/En/TFH8L7RCD4nTg+1tO2T4NfMCPUvn8CIlgQvwc5wSvK6AbLEPs3EL/bNsMtN246GdYWbh9pQ81YTYC4x1z3EpThpR1k7G7FbJv8GDK3KEwliFPvacic/ABUa3LICJMHoIyj74f4NURsuwuQsG0rDHB+3YLpzqJPQrLwAhoVstD//3cB/IZ7JucFoO+QF0xmgc3bNAR7IPjpvtzrhG5GSx3pP9ONPKLBVwp/rgm/j3ycbXv/O2zYvcJrSoByTtm/vwTRwD4N0SJdBeAvQYRv4qX9v5sLU264ODBvO1ErW6iUGV2PJ/VliLLH0pfDZ9BkZt+IKMsSVdlin6eER/Uss9OJ0LRddcKn2G9mLQmb6pCNv0Z0Zf/+RvAZbfmWXfW4ez7t7xHRVESm5fvxaNjWuG+8z4NnzzybJEvv6f5z7zNEAjVLdLWWpvuaWH+OmE2zJKpbN9951l/eK2IhtRl/bRbnGmupf+bZVDIG2+/9sw72Y/DV/roTwTyp+Vdw/CIiOu+XwTZE96r5duSMxuoDNU4yD+11loBtGnndtEIfotr3zPa7f+A3vl8uDNFdK89LaZqRhs1gjFxla1XTCXJi/QHI6Yue97cAyDkLBDegPKW+BmKCWUOZ74M8JPRRATQPx8T89lR/D6ra6ZMyQkyMRL8FUTv7k5ScBA9ATvJnIdwP5FEYitxhIjvbxjMAvsf8/VdQngZpirgDpSaKJ3t7qmT4ps10auFV/4w40CiliARMMIKEK9tkdPcjpSV3OqYPxIH+994cMoGEXH4ZMmbbTBt8/RKE/O4nIeG79vsE4GFouOnVrq0M+YxPwmKm2w0hSPN8MICaT1Jfx1+C5kCJcgkl6Bj/SPjMUnPRQeab1bgk95sUfAYoUR7Hbi+UT+N2yHwhWWCCmF2ertzrVoiGcITct4O4FDJWNyLXYL0OXXcDJB+TDR2OuE6GiMssGK5+AqLpikKSmSMq0tTRl+VmaCRNQgvn3VqYtzTUyhYrea4anqqspiLSJNS+i8paKnOhTFKpmahdbws966lliCJ+/O+XgvaWJ/M6fTzru5wkssJSptdOzymVVN5LqcxPEmk91pOcFj1NeEpyUj6e4tPpt1KeS8RHTHmNV0y/XUb1LFfGJzr5bvR99GBSLcpZ97s4x0zZNyxHzRjn4y719Zqe1I/L0Am+lo/Ijxv/jiLJZimMKKtFiujcit9FPwc4vlE0zGqKNU/+XZxFw2c/f6Lv4+VU0uVH1P4b59qjbTpqni2apPy7ofHhHGzRNFuszL0CrWzxEief82GwXCCi0NjkFiiGDtsFeZxy88usqt/VYPHiQhXVwyYWswnL7PM20nDiuJRoLiiFNQoNG/2zIgGChRvJUJK4lETFbxO22WLz/QxdH5kSosU97xsda9/GmtAVCVLLpq+WgrZwDDfMPZbNcyMz1zPuntZEGPWnDU+N+pB1XUvAH5ln2pBcmtRYt2jTHCoUzGx+nShHE8ckyg1l+22SNM/N0PxgXpvaPJ5V8Oe7W3tveD//2UoqBVybDPAqN89oTjqZNDydoerD+WpauahLM9M0XHiIGv1uqLPqBsQZ1arBfTpw9L97uP8/Va0TiPMmw4HfCwn/neb8uA5VXXuMUUYJAcA/g5ocSC89Rs6+2kHMHEPq54+ijMoZ99890P/LqI89EHPDjyDvh90QkwkjPGpRJz8O4EdRsqEC6oz5OdTzlOyCOiJbRk30f5PiG/DU20qOdgziSPgItP8AZJT/ESNtgjgw74VGRlmHZkCcI//cXNv115yApB8g7TgjsjT8We4HiKPzToiK3695GxDTEsfJmu3WISYjmsloItwLjUB5NXLzBkNiI/Zh1j+hNKlJdJOYkhiyTgddb87cBqYyUJPiuK+fNdtd0ZuzjkBNOvb9Y189CWAF5TtlzT+vgTiq+1Butu3jsI6xMWtx5Kz9FVizaMkOzLk3cvX/KGSs7oT26UfQwnq3LLqU0rzr0LBVUS4c1wcLyx6IIMJNYALht7gSZX4V0lhvg1JMA7L5cDN4D2QRepe5fgMSAkpOkieRb/ZvhfKIXAf1ORhBPPN/0dSNGzj631/b//99EIr2Dnk0BMEFfgOysEd98QhUOHtHv/HsR0yPzWesQnwx6D9SC5n9EmTDoNBGe33qy1BUSIL07XtRC3eWCIt7kPfN7chDXy2lOMeZ4dweNux5A8BvIqW3o+uOAngzcsEsBW3m83cgj/TaBt1EmaeE/Cq10NkVcF4Adt4CebI1CsMvM9cyPQL6ev7jvh0+JJp9wwU3Ogja+TaCbP6c+z5MfALxj7q3n0dXQcaN9aRwKXNe72n7it9fD2FHXUIubHwGwJJ5X+6C+oPxnXus7yObo8o+61aU73qtzfTDssLfe6Dh+7+DPMTYrgETCBvs3eb54yaYbCHMWzXTyhYuEVPp8G9SUlOIVZdTvV16wqstfCMpe6VXHa9VVL1U61rW2GMpjwiw9bC+KSlZH5LSHOFNEZ4p1F63lEpV+FrQD1GZuHvVTF1k02T9GAkS2ei/HVxv+9v6IdA8431ByDbqTQP2njW/Go6JNVOdTeI7UuuD6B6Wyfcq05+zpLO3/gv53M3nDvty1dzLfu7vO82nxZrAvC8KI2VspBLNbGf7/oxYazk+tTm0HLyXke+X72ey/7L9fi5FPikrKWcLtmanmi/R0aBNZTRePh+j98b7OzWTzRYqzUzT8GxwBqqKTwDehK67DHpyPILcJGLVvvak/tuQ0+RVUBU4PeF3Qk/W2yFROP6U9QmUJ6ARcrXua6AnsDeg614PYfO095ogJ74izwVQcq7cADGPEPYkvwbgDLpuGXpa9yaKRYjZYBpPxALIBpqbvyynyzpEG2QJrfYgPn13EM0SI5ASVNtjU8nTVGOzrtKE00EJr0ZQzYg9vU8Q80ucghCVATIm10BJuf6PKX1BUPNjOUFG5tn8jL/1WhXPvKtZnwUj5Ll7OE6WifgSqInL3p/8NuPg2XxP+M54ErF1iAnQjtuHIf10NSS6aB3Af0OeCfoWAF/DLLD8NKpxuAs5EyvnBJMZWg0EwfEdIX+XL+mvpwloB9QEdgYlidw68mSYfP6nIfPLa6Wehqwf0Xtjif3IZzNCy9S7NTBvaaiVLVqm56xISTUe3inUn+KOp9xRzf7W55M5nsqT2BA/CE+VtdM1//V5NWbhHYmcaZkXJDpp2uJzqEwS8N8qdYwifKzGojwJln1sHUCtAyajFtaTnLwtX0nUtjxSIXc29M6XkYPuOMXOopEWx15jeVf8s3y0lnWm9adu8tUcTLnGzbfHc+b4f6N8SH4MrKbGn+SPpnLOR9whXltE7Yn9zGoo2EcrqYwk8hqfqP4RZ0rkeLyahjUjtegr9i85QSKNzsT0SaQx8fMqmjdNM7LFytwr0MoWLbG3fFQmxaKQL5xpcOEoSY64AKq3fU140N8NhW7S3DArCZhdIKOQz/Uk4Y0180BOOlYn4hrul7g+2pZyc4oiMzYTglomHozrU9tYWSKVPFX1fsPeSGr2qEVt1T5jyCrbP055BIavg02Yx03Zk80dT7qJRiR+tTm4lMqEjyeDutvns1+iPtyfRJh6Iomw4s0Ytf6K5spm5s5qAh42/WcFkunvYzxXolDwNXOfmmnHrh3HUkmWOEmzkh62clGUuVeglS1aZtOMJLO4RKd7z8MRCwWy4B1LPqOv3ifPGpqfvqLTuS2rUxfNsi52w+Lpmm3w/0Ybr2oX6kLdeBML+hCvi9Wg+My+s2aKTckKBrPPD68dsj4RpSBa9u3yzM8rn+9P3FFYqe9v7xOznHJNj/eFmD4++bzxz/RjZZlrbf/4a5bTkEZm9jows2+U4brmO+QFxs29P/G8PZuAU+aelkvFa4FYV8/EfJWrW6lRbOWiLnOvQCtbuOimfzzphjxJeoKk09tKuHiXi2OpRcmfFaWF96pccg6kKYX05LOfnkrB58GkZo6VVJ6kv93/xtaHKnQSXPEevn6l0+FwvewYeAdabjh+I+EJe1pfpeK+w3XhJhZxjlAzwf5Th2KdE/ln/r6z9cmQQ2ek1j/l/p4kFWy9pqd0np2tTkeDZ0ccPLw/N1tLCkdekMiENm1svGaEfDmxoOnHom42KUnGpo1X6fzuuXusRsxqaY6aspzK9WTz49LKRVHmXoFWXgCltNVzI0rBJjQkSKRiUY03A3ty2u/uMYvpiBvA5harcjH3amFGtPg2PZhUjR0RTG24MrsGQvuolr/Fb8rjVEYUWV8R2x4vJK0M9lt52vW+OtYPZZZomJqvw/S+kWtqWp+vuratBr+dDNTBay7qZr5Sw2Dnx8QV9hH9iZbc85dSnC9nVs2IfX4cOabP8b4qEVuv1VJYbZb1RZl2uLBap2kRafU8RVF/b+bdbmXuZe4VaOUFUvwiUDqeTju1p2Lxyhc/r+2gtuWZVFdps9gFf3PakLKNXECjUEduIk8EmwXbNI2Zs2TXnF4vKyTRDEStlddMWCpx66jp++5oKkNzuYHVNhhfDy+snXXPs+YtTx+uavZ6++JNR7+rhRazLtaJMpo74uuPwQAAGFJJREFUuaq/9Onw9xsKL7cC17EkvhdR3ahJrPmleO3WetqMYF3XhNHEWWOipT+JdVb2hwT2he2jmol2aeAefL99HxxL+Ts3Ke7dypYtLbS34fyQE0OR9dCG0D0G4A3m7zVI2J2E7Or1DHldBfDbkBBVYgQNsfShsdsgIY02JJHJ3KLkc6kvfzTQpv39PR+Csosq8vDeH4a2n7gEEnZ4L3LCK2mLsIC+sfp8rWsUEjuEMfIEhicgBGs2hJIhwJej674IYW61yd+Su+eTyNOzAzlr5whlyKStB0nbtvX3/gSkX3YCuA85A+kiJHTVh8GOzX2ZeHABQqTFkOk8uWFOxLfe12cb8rnBMN3PQ8NbSQJmsQjgsp7wbQwZl4XgdwuQvt5zjvFVw6tJuHZJ//de5HPWo+u/vw3A3j5J4wegZHkeUpfZyb2uc38nIGMrZn09vhcyp6TPc1JBhnuTATdBw5jzZHXl+JBx2c+/RZCdV/qAIb723W6J8F5ImLc01MoWLENmAf3eqrSZWt6rq71zo1fbe1Xuinumj0QZSmjmi0a0SJ3LqJ3hPvDREXlfyMmXSdN4Crd1pcnC17fuSDh9TGpOsRtpc86q1Dp5Lc5Kmpb/o/QZ8WM6lCeF/5baq7IuVtPmHYLXg+/oxGv9mGw/L6dS08UxYv29VsH/3prpqD2z4zpEwhaVSQK+4T5bD59bG4NyfCKH0KGEelFbvUmS89s6ldaiiyLTbKp8xmfZaDhGNUWao2aa2cKlaUYazgcjlERHI+hJeQTVaKwDeBpWcyInTXs6jEms5NTqc7uoNkavJRYQnx4jvBnAz5hTtU9NfguEcKqEnO52Ve67DZIv44b+b5KuvQklwdoGlKb+ib7c2z9jCUISxRNhrgHQeoygtNfsXwBZnpI1iCYnopH32ADwFQg5FQnBHodoNn4Ioi2539RxnNUpr8cIOqY2Jb1PA8ATtVJ6lyf9Wq6XCayWRIjfrJZIc5WI5usf9NdtB7DTaDKeQqlRs5qj7ZAxZ303APwhcuI7/i4iWTsMmbO3Bt8DdY2e106dBvCp/j58B29E110FpW1/BNSkdJ2kHVB8OXjubuR5eyLafFu3BWh+Js7vz0Pm7gjDNOxjyPh4DcyQVtP28QSSmwpQbWP9HWnYMmjCSMP5YIw8CZZXl46Rbwj2O//9BLJQn4BsgNyYLgOQb24CuxkvQRf21JdpjKbnru6ffye67qUoN7sns81ewP+PUN/YN1BuINbMlPrffA7CqMn2vgbAD/a/uRGaY4Wmie2gwKcmrthUIaYQm6PmUQjTaQ02Sd4iNMcN8UOQhHAUbl5rfrvaq9GF+TXfCMbIzSs2weAGgN+C9DtzB62DuUVKQecINCHeOnKTHvO3eMZPX59bXbtvBfBjUIbPaDO0sKbHBYjwSCFv0tcnuWuYq+hEXycy/Fq2UP6Oc4rsuNFc/j6oIM68OGR9fRRqGmIdP3guoZ7Mm19290vIcx5RSE5Qhl/2C98v1m0Ca4rJBVEvKBM7AfxHqHBHTDDbfrTQ34MCCOs0ZD5s2AJowkjD5iEL23UofUbs99ej9Knw34+gidiugi50HYB3o+tOIfLdUIyhQg1Pcwm6UUYCw19AFmsmtfs5852l9t4D4H+HaneA+PTN5/J+t/e/fZ25L/1lrBbg9a5+9DuwSeK8X8UZY3O3J0tdhOV7m3gvAfgp5JvsBoA/hmgDPgGh2GbyQT7XwvtJ2L7dDvUByYUiGdfD0E2TGxqp0O/t77HP3NtuNOv99UfcnNsHoRCPNCHjQIDl5ugzOH8Pck3GOurZke+F9JMV3F7eX8MN+QRyzdwqJEuzTba3DuBfQwSXpyAb8jN9eyy8UEMsQMb6CMrUCRGsoDJCKQDZjM7UTD0GFVroD2KFY9bj16GpH3b2mjDWQxNock6UyQOtkPNFDCfUIzqor5h/vz2tf8MWQhNGGs4P0YJfYi9k0dg7oD7dia5jtk4/H+umEtZBhZ59UIHgH0Iytu6B5J+hpmERwHcA5zIC70IuNPjF7RLkqnqbb+MA6OwqzxrBngIl982NEAe9D/XfX4E8y2vWGvcsuP/bXCA+j4jklRFtwpXI+9ELIZ+HmFkOAfjLAF7Vt+VaVx+eejvohuSz79ZyxNhxPmHuBeRt3wk1Dyz0//5f0I1mEcDfh50/suFxLIc1IXo6P4PcDEG8EroJU7C5ASIYMF8PzWenIMIMBdNFSF+vganrc43ZBoAHIDmXaJZkm94Ezey81NfzZxELz4DmBVIH8EigF7C/eS/Nr1TmiXovgF9Cnvn2GYgZhMLzw31/WJMq++xlkHfcZkVeg7xbNrfPXei6hyBmOgtqM9cgc/LHzHX87rOQ+WTzRXnneOLhZqLZwpi300orL6BSOlHG4X0lX0GtzBbiOi17sIYFeurrzRB+0XnTOuvFYa7lfY+mmHvFlnXzDBKplf0Rcz2smPp4DopxKjlgPF+KpyCPaL7p0LpmnnM0RTli4nGO8ptY3pFaXhr+tpY9ueZI68Nwhxwkj6ecYMs+144Fx8g7Xg/XLXbY9u+Ez2PjQ5ljMrhynlsH2txJu3xHp7HU0gGY4fdR+HfUr55vpxZ6z761BGc+E/Sq+a5Wb5bN8fO0clGVWe3rDQ3DUMe5/7P/9wzkFLOOUo08QqxmTQC+BOAPAPwagB39fadhPPAsanHu7r+nqvmnISfhI9CT5wrk1EU7OTGBqNs/AT3ZXgo9+Y1cP7wLOd4MUVvvhjpeeqT+Ge8B8I6+LlblvwFgd9+W6yHqdJ6Wt0G0BPRNYTtXAHwUwIOQ0zu1U2eQZ6ClZmMC4N8CuBZqHtsL8cl4P8S08Bv9vTsAPwPRCl3f19trv0aoh2bzM65B/nvb/zbMF1l7APEv6bqr+rLUmwPuM33C51kNDbEACXNmfa1j9iJUa2P/ttC66dh8pK8jzOcHIFqpeJ5Kf98OGdf3mt/R3+QQZM4eGngnRtD+XgDwJGgCZR+l9ChSOohYg+D9VCb9s204tP3uScQO40+inKNw19N5W31e9D2178gCJKswBupN0CTVsAXRzDQNFwrWce5SyMabR8IoX8MYqi62C9QqxHZ8HYBfAVPVz+Yhz8X/SOW3N0PNLoCq+R+H2MxZzxFEXWzV0quQRfk+lO+M+HIoRig3VqZivxza7gSx1/9Efw8f+fEq5ELNAoB96Dr6TzyE3JlyFarGp0OpjcZZ7++L/jsbMcGNehV5JMsIuXnhNujmkkc90V+l65b7a49Ax/klQZ9MA80k4oejfkX0RdiA+FwcyNqnvg3+oMX2HUMZ2bQINekNHdAmwXNud/NtJ8QxdgHKkbEb6iS6Dpp1cm4U65B8DXQMx8jHgWaPKOLoDHJz2D50nfVX8e+SdwqmPxOgEUA7EAtgG5B34gRyH6VVqI/P3X1booOHfY4KZnLd7VA/pEUAfwcSOXNdX/enoE6+Cd6E1bA1MW/VTCsvgCKqU8+7sey+90yUloWRNOknAtVrRAtdywAc05XH5pE4D07tfsP8CF7d7r/n/4dovn2bPNMm++Jo0iyl1gQR5QfxdWabPZNnTGku9VhJuQnFmi58evqSe0ZKxG3h2xb1a16nuD38m1T6vNaaPDTB4jCleVSv2j0iDg0/buSZ8Saok67fvAmHpiObBdfWOU8ZkLPp+rGy5sm1lJtRvfmD88Kb6uy4MmdOzZxXMwsxv4412dSTIcZryvFUmkBzDqMLua618ryWuVeglS1epi2U8hu7iWhemfIeKShRVlNrj/f241LIKKnplVI8bk+ZybS0x8cEYKU/xkmzQdTy7sxCDEXhyH42TEKmbfGEVcv9Ik5SOt0Uys3J18FmKl5Lukl7MrOcqrtMEvdHfd8cTWUelCFBcdX9rpanpZ5Vt/TPiBLP8f71vDPlfWsCa1RWTF8PXWOFulLgj4UZWx5MuYBxMA3ljYmJ6qyw4YnbpmftLYWcMvt2fF1EdOf76tjc18BWLkhpZpqGZ4sRVA1bI60aI+ebUHNDfg+PDQCHIKpbG5Eg5gExOVztrsn5BkQF/hL3m8+ibs4ZwduygUdRhiufgJpCSL7Evy2Hyg9BTRQaeuhNDl13O9RPY4ycGIrmiq8gJ4B6DMLVMUau8h+hrq5egJgRaOtPff32Q0NsGcJ8yl37DQi/x35ouOe7+3usoSRas3W4F8BN5vvvg4TW7kcZAv55AO8sxqdU4XuzSz7/2Bc6NuwnS+ueAHw36maduwf6dnTunvLdlZgdnKNjxCRgxHYAeyBROY8hj/5iHXx0lZ1vfxc5TTujUmrRT7uh72luhgPYB5a4bSG4h0J+T/8d1u/p/p4x1GzlUyeQZM3isep9GrYW5i0NtbLFy+zRDfZkXIuuofrXnqCtNz1PdPaE51XgeqqOKa7XzD2iNPVUd0cRETaxHE/fVivkT+X+ZDc2z/In4vyEWUYArQX3i+pvT732FBtRnbO/JsH/11KZZG/c39NrI+z3x1MUxSH18yf7jaRaFfu5TfQ3pPq388LTkNfGJromovZ/IuvfvG9twj8+c4hKnRoB+9lKiudWpOFYS7nJxEeg2JQJlpY9SurHuV+LfrLtWEnxOMbZleP3PjKt7S/GseznIVPeF5OafFoEzQukNM1Iw7NDne/A8zzciEhDUN7jDPKTlJy8hBr+APRUzBOeZTZdg0Sk0IFuCXl0BKCOdosAltF1QEofDhJ4fcTcp0Y05smXlPtC6ktnTuJqdN1BCHnWGZQkUnvOEUepA+AI6sx5L4TOu5bMb4Tc0RFQLY1tO0y/kbSLmi22Yw3i+MgkbesQZ9vXQx05rcMjoORqq1Bae6tNuB8lGdwZCP8KE9pFif72oevuQK7dsPPMzh06a1r+E7aJyepO97/bBeGJAUqNw6sgkSsn++eNUEYGUXtwC/J5Rj6Xx6AatDHEifotEI3T0rl3he3puqcgmiYiQTVQ90G4YCzZYPz+qWbhcpTahQmEhydizB0hnyOxM6+8LyW3TowxlKeG2pn7egdtOh9bx9oRhhMJAsCfQ8dVEhQ21tUtjyaMNDx71BkvbeSDVSM/DKtGj3OrWFX8uL/WZ01lCC4p5b3pZYyctt5jEbIwcmG1hEuAmoL4nY0AIEGUJcGaIDdPHIFSlaO//t1QEwCpwRf6++T07iV2QhfwA+i6j7v2+pBdRjvcAtkYfwl5RFFCTqt+AspSSkGMfXOFaUuCCGuAUrkz3Neb0ZSJU6KrboOo+b8JEaw+aNr/m1DyMLu511leAbuZW1MeoKYojo3NY8PPrnH1+k4oxbs1Y4xRZiSm0PYQREigALgA4P5MWJS5zrH7XkgagieRz1mf78jngxn19WAEzD4TYeI3470os9wCwGOBEMv6XRE8P47cmY36PWoLI7PuhM8CLfPlCuj7B8gYfgPCdkt6+s1mtW7YAmjCSMNzhRHyjYELTAdJ7LUfOe33w5BN8Uh/8noVZBOV05IsVGPk1N+1nCj9E89RiN8JzYvCHBgULOwiz7BbQDbZRZSU4xMIK+VNEF+FdQhLrJ6Aczr030PJbsqN7un+uxHyzV7CN4GvIfdfsZqYyN6/Azld+W7opjRCzPB6E5Ty3iacO3KuDep7w3slACf6caLwQK2EpScfFfUVXwFqoj6LnFaefQbkQqQNJ2Zbok3PC2OkcD/T943tY/6GfX03hHl0DyRHEDVtY1OvOutu1+2GsuuSLdfC9sUiNA2BFShsuLZFgozPGGUIfaQVsM9K7rtHirvnBwfrk0E+nmuMcKxtLq+doOu+AiZ8VE1HRLHvOUvOZPdRbcoqgHsgPDf0ZflhqA+ahMQ3bHk0YaThwkNPWTZvh3U09BurX5zfB1VXvxqqSbge9SRovg77oeaMn3fmgp3wmhfdbO5DTm5VUo7LBkChZTuAywdOmz8R1E41KPFmz01g3fXhQ5CTfC0fCU0/6NvF+tG0EHF9UNixpoftAN7XO0zKyT3vnwXkJgxuTH6DZj2i+u5BRH+u43QHVEtjzRee18XCC2O7UDqgUsgk2Ncj0x81LhAKzyOUmrgjiHLF5KbKyFFVhUoR7gDR0OyCvhteoJiGceVZE4hw5jFCKYjwmda8xfkZmVVY1x/ty03QXDU+j5M171k+EztXPwvgLGiOzIU9rxlteAGgCSMNFxb+pCQkZvdDTpI3QrUL3FijxfkWd9f8ZE3Tifh7lOaePCHXG875hegJ8tFi4xTQDGRNSoBESdQ2QAB44zl2yxwj5GnZmRem1Oao7f8uyObITehzEBU1F2WtN2CJ5ADZLBf6Zx2A9Dk3SJJE+aglEljR9EATxuv6Yk/u1kyWa2YiVf2QP1EJsn1asw41X1cgFzJqavoxcjI9nuotCZz3RaDfjhXGEoDTgT+F3XRvg82Z49sqfbIM1TYxF8zLIAJRHHUk8/TD/Ry+E+K7wmeOkBOVxVoBrcu/APCKoI88xsj7jUy1FB7W+t9FWjle64ntbLSQEhIqKdwuqBbp8r5wjBcgGkMxo3XnbuvJ7DgXWZeGrYx5e9C2svULkL4VOb1fjj9OKSfaiiIBPMfDSiqJjWzUwnIqeS48oZrnFZmNiyCPElhJcSQC67HmPl8K7jdbpFH9Gs8rUovu8JEz60lJs5RvQ/ubRFzk2GD0yv4kUSQxX0itPTUOmOE2+sggck9EOXMYvTK9H8soJE+AZsd0zdx3+BlxlEeZB6n+25TyyLA4Ukivt5E1dS6Y/Br9TAnr8j4e7relfhxWK88cykE0DtpqI5p89Bkjf2wdfW4cP34rl+OP3dfnyrfmvQ628uzK3CvQytYvlcWhn11I/QJWY4L0IZEkg2JiMG5SXMj8YjUJ7uvJuqYn3CtDh4eIsLjJTw9vnMYOObyx+JDTY+Z735/Lpv72Gk9AF210UZjy0PW+vkvJj8H0fi6TzeUb3moq22eFqml9Gt3HCyb7s3vFG7r/Ow79zp9fIzKLhdbyeh/qfDINJ2YshcG8DhsJODrT+zw9wWWNSM5ex3fE38vPWZ8UjwJyLYnj2uBaM0v7WrloSzPTNDzXYFKwyN9hhDj0dgQ6OhIaKRGF/NF2bNOrA/UQ2Agj5E5/TyKOxFmAqMmPQJ1P6yaIONKBbbImrdVM5S+mpDPIQ04fCpwN6X9ypC93AfjbyEOQR6YOI5TJ33yY8gTAFyAROHmEUtyeMeq+IR4jlJFJ1m/Hh+mqOaLMTxPnLRq+T+T0bK+PHDPtcx41Tru1cbeOtICawGxk2GbwF1DzWeS4PEJpQhkjH5N7Z3yWv07rOzSXy+toPrKf+TXgob6ul5rfMoT7DPL8Srym7VkvVMxbGmpl65cpmpFpJ02vGYlJjPLTn/99nfp71hKpoXN1utWUDJ/+Z3/mdI2CTx1fmjJ8/hbfp5Fmo0bUtjmTUtl/s1B8e5Ku2FRRu+dmtDCbrdtmx2a2a+O8QdPra02aw2MzbD7b/HtxIa+bXds00zxompEXbulSSvOWhxq2OLqu7tGe0pRsrTlBk+ddiH47gpyWcj6MC4EhvgQ9KfOENksm4Vmet7l7znKN9ikQ9U/ej6olmI0v4tnj2TznuRiHC/2cC1HH0il7uM+er7GbM57VWtNwUaMJIw3PGi+aBeK5WPDP554vko2niq0jNJ3ftQ1VvGjWmhchmjDS8KzRdfgWRLPh8WRK+MvPd30aGhpemGhrzQsXTRhpaGhoaGhomCuiyISGhoaGhoaGhucNTRhpaGhoaGhomCuaMNLQ0NDQ0NAwVzRhpKGhoaGhoWGuaMJIQ0NDQ0NDw1zRhJGGhoaGhoaGuaIJIw0NDQ0NDQ1zRRNGGhoaGhoaGuaKJow0NDQ0NDQ0zBVNGGloaGhoaGiYK5ow0tDQ0NDQ0DBXNGGkoaGhoaGhYa5owkhDQ0NDQ0PDXNGEkYaGhoaGhoa5ogkjDQ0NDQ0NDXNFE0YaGhoaGhoa5oomjDQ0NDQ0NDTMFU0YaWhoaGhoaJgrmjDS0NDQ0NDQMFc0YaShoaGhoaFhrmjCSENDQ0NDQ8Nc0YSRhoaGhoaGhrmiCSMNDQ0NDQ0Nc0UTRhoaGhoaGhrmiiaMNDQ0NDQ0NMwVTRhpaGhoaGhomCuaMNLQ0NDQ0NAwVzRhpKGhoaGhoWGuaMJIQ0NDQ0NDw1zRhJGGhoaGhoaGuaIJIw0NDQ0NDQ1zRRNGGhoaGhoaGuaKJow0NDQ0NDQ0zBVNGGloaGhoaGiYK5ow0tDQ0NDQ0DBXNGGkoaGhoaGhYa5owkhDQ0NDQ0PDXNGEkYaGhoaGhoa5ogkjDQ0NDQ0NDXNFE0YaGhoaGhoa5oomjDQ0NDQ0NDTMFf8/uptS6F9SDUoAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 648x648 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "show_walk(pentagon, 20000)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "I definitely see a central hole, and five secondary holes surrounding that, and then, maybe 15 holes surrounding those? Or maybe not 15; hard to tell. Is a \"Sierpinski Pentagon\" a thing? I hadn't heard of it but a [quick search](https://www.google.com/search?q=sierpinski+pentagon) reveals that yes indeed, it is [a thing](http://ecademy.agnesscott.edu/~lriddle/ifs/pentagon/sierngon.htm), and it does have 15 holes surrounding the 5 holes. Let's try the hexagon:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 648x648 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "hexagon = ((0.5, -0.866), (1, 0), (0.5, 0.866), (-0.5, 0.866), (-1, 0), (-0.5, -0.866))\n",
    "\n",
    "show_walk(hexagon)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 648x648 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "show_walk(hexagon, 20000)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "You can see a little of the six-fold symmetry, but it is not as clear as the triangle and pentagon."
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.5.3"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
